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1529
ROWS
3
DUPLICATES
990.9 kb
RAM
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FEATURES
21
CATEGORICAL
60
NUMERICAL
0
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
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MEDIAN
0.199
AVG
0.184
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.959
IQR
0.326
STD
0.180
VAR
0.033
KURT.
-0.743
SKEW
0.437
SUM
282
56
feature_54
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
885
(58%)
ZEROES:
644
(42%)
MAX
0.998
95%
0.862
Q3
0.472
AVG
0.271
MEDIAN
0.195
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.998
IQR
0.472
STD
0.297
VAR
0.088
KURT.
-0.653
SKEW
0.757
SUM
415
57
feature_55
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
886
(58%)
ZEROES:
644
(42%)
MAX
1.000
95%
0.886
Q3
0.666
MEDIAN
0.432
AVG
0.369
Q1
0.000
5%
0.000
MIN
0.000
RANGE
1.000
IQR
0.666
STD
0.342
VAR
0.117
KURT.
-1.57
SKEW
0.101
SUM
563
58
feature_56
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
611
(40%)
ZEROES:
916
(60%)
MAX
0.885
95%
0.611
Q3
0.292
AVG
0.150
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.885
IQR
0.292
STD
0.217
VAR
0.047
KURT.
0.273
SKEW
1.22
SUM
229
59
feature_57
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
97
(6%)
ZEROES:
1,418
(93%)
MAX
0.200
95%
0.005
Q3
0.000
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.200
IQR
0.00
STD
0.011
VAR
1.29e-4
KURT.
178
SKEW
12.8
SUM
2.20
60
feature_58
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
513
(34%)
ZEROES:
1,012
(66%)
MAX
0.194
95%
0.046
Q3
0.006
AVG
0.008
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.194
IQR
0.006
STD
0.020
VAR
4.07e-4
KURT.
24.4
SKEW
4.37
SUM
12.1
61
feature_59
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
18
(1%)
ZEROES:
1,123
(73%)
MAX
1.00
95%
1.00
Q3
0.86
AVG
0.26
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.857
STD
0.431
VAR
0.186
KURT.
-0.759
SKEW
1.10
SUM
392
62
feature_60
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
1,392
(91%)
MAX
1.00
95%
1.00
Q3
0.00
AVG
0.09
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.00
STD
0.276
VAR
0.076
KURT.
6.81
SKEW
2.95
SUM
131
63
feature_61
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
64
feature_62
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,159
(76%)
ZEROES:
371
(24%)
MAX
0.937
95%
0.778
Q3
0.597
MEDIAN
0.369
AVG
0.363
Q1
0.112
5%
0.000
MIN
0.000
RANGE
0.937
IQR
0.485
STD
0.273
VAR
0.074
KURT.
-1.25
SKEW
0.048
SUM
554
65
feature_63
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
856
(56%)
ZEROES:
659
(43%)
MAX
0.670
95%
0.430
Q3
0.302
MEDIAN
0.177
AVG
0.167
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.670
IQR
0.302
STD
0.165
VAR
0.027
KURT.
-1.10
SKEW
0.381
SUM
255
66
feature_64
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
858
(56%)
ZEROES:
659
(43%)
MAX
0.517
95%
0.246
Q3
0.090
AVG
0.060
MEDIAN
0.028
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.517
IQR
0.090
STD
0.083
VAR
0.007
KURT.
3.42
SKEW
1.82
SUM
92.3
67
feature_65
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
862
(56%)
ZEROES:
659
(43%)
MAX
0.879
95%
0.678
Q3
0.433
AVG
0.239
MEDIAN
0.212
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.879
IQR
0.433
STD
0.248
VAR
0.061
KURT.
-0.964
SKEW
0.540
SUM
366
68
feature_66
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,111
(73%)
ZEROES:
417
(27%)
MAX
1.000
95%
0.962
Q3
0.557
AVG
0.287
MEDIAN
0.095
Q1
0.000
5%
0.000
MIN
0.000
RANGE
1.000
IQR
0.557
STD
0.349
VAR
0.122
KURT.
-0.782
SKEW
0.891
SUM
439
69
feature_67
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,338
(88%)
ZEROES:
---
MAX
0.913
95%
0.628
Q3
0.500
MEDIAN
0.433
AVG
0.422
Q1
0.339
5%
0.200
MIN
0.077
RANGE
0.836
IQR
0.161
STD
0.124
VAR
0.015
KURT.
-0.110
SKEW
-0.111
SUM
645
70
feature_68
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,342
(88%)
ZEROES:
---
MAX
0.936
95%
0.725
Q3
0.500
AVG
0.336
MEDIAN
0.333
Q1
0.130
5%
0.028
MIN
0.002
RANGE
0.934
IQR
0.370
STD
0.222
VAR
0.049
KURT.
-0.758
SKEW
0.325
SUM
514
71
feature_69
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
393
(26%)
ZEROES:
195
(13%)
MAX
0.574
95%
0.321
Q3
0.185
AVG
0.130
MEDIAN
0.104
Q1
0.064
5%
0.000
MIN
0.000
RANGE
0.574
IQR
0.122
STD
0.107
VAR
0.012
KURT.
3.11
SKEW
1.49
SUM
199
72
feature_70
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,370
(90%)
ZEROES:
154
(10%)
MAX
0.445
95%
0.326
Q3
0.256
MEDIAN
0.216
AVG
0.205
Q1
0.177
5%
0.000
MIN
0.000
RANGE
0.445
IQR
0.079
STD
0.087
VAR
0.008
KURT.
1.04
SKEW
-0.871
SUM
314
73
feature_71
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,373
(90%)
ZEROES:
154
(10%)
MAX
0.998
95%
0.850
Q3
0.629
MEDIAN
0.488
AVG
0.449
Q1
0.268
5%
0.000
MIN
0.000
RANGE
0.998
IQR
0.361
STD
0.256
VAR
0.065
KURT.
-0.822
SKEW
-0.211
SUM
687
74
feature_72
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1,375
(90%)
ZEROES:
154
(10%)
MAX
0.394
95%
0.220
Q3
0.144
AVG
0.103
MEDIAN
0.101
Q1
0.055
5%
0.000
MIN
0.000
RANGE
0.394
IQR
0.089
STD
0.068
VAR
0.005
KURT.
0.629
SKEW
0.577
SUM
158
75
feature_73
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
76
feature_74
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
77
feature_75
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
78
feature_76
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
338
(22%)
ZEROES:
378
(25%)
MAX
1.00
95%
0.96
Q3
0.54
AVG
0.30
MEDIAN
0.15
Q1
0.04
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.500
STD
0.317
VAR
0.100
KURT.
-0.676
SKEW
0.790
SUM
455
79
feature_77
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
118
(8%)
ZEROES:
1,412
(92%)
MAX
0.756
95%
0.334
Q3
0.000
AVG
0.031
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.756
IQR
0.00
STD
0.112
VAR
0.013
KURT.
12.8
SKEW
3.70
SUM
46.9
80
feature_78
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
118
(8%)
ZEROES:
1,412
(92%)
MAX
0.673
95%
0.356
Q3
0.000
AVG
0.031
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.673
IQR
0.00
STD
0.113
VAR
0.013
KURT.
11.9
SKEW
3.59
SUM
48.0
81
target
VALUES:
1,529
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset " Permit Logs"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
search_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_31
-0.23
feature_17
0.16
feature_77
0.16
feature_78
0.15
feature_18
0.15
feature_70
-0.15
feature_16
-0.14
feature_49
-0.14
feature_72
-0.13
feature_21
-0.13
feature_71
-0.13
feature_6
-0.13
feature_38
-0.12
feature_59
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.34
feature_2
0.24
feature_23
0.21
feature_8
0.19
feature_10
0.17
feature_61
0.11
feature_11
0.11
feature_1
0.08
feature_5
0.08
feature_9
0.05
feature_14
0.04
feature_3
0.03
feature_4
0.03
feature_12
0.01
MOST FREQUENT VALUES
333637
20
1.3%
381319
20
1.3%
434883
20
1.3%
356764
20
1.3%
480809
20
1.3%
355457
20
1.3%
342632
20
1.3%
254405
20
1.3%
13321
20
1.3%
442840
20
1.3%
285114
20
1.3%
133272
20
1.3%
104068
20
1.3%
196177
20
1.3%
488362
20
1.3%
SMALLEST VALUES
10655
18
1.2%
11034
17
1.1%
13321
20
1.3%
13568
18
1.2%
24573
18
1.2%
30241
16
1.0%
33453
2
0.1%
41793
18
1.2%
53556
15
1.0%
59954
11
0.7%
72030
18
1.2%
75931
17
1.1%
76530
18
1.2%
80637
15
1.0%
86207
14
0.9%
LARGEST VALUES
494635
14
0.9%
493078
18
1.2%
488362
20
1.3%
485825
18
1.2%
480809
20
1.3%
479762
19
1.2%
470908
15
1.0%
465526
19
1.2%
465508
4
0.3%
462834
10
0.7%
461744
18
1.2%
460975
18
1.2%
459297
18
1.2%
457580
16
1.0%
453825
18
1.2%
feature_0
MISSING:
---
TOP CATEGORIES
9
1,529
100%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_0
PROVIDES INFORMATION ON...
feature_73
1.00
feature_74
1.00
feature_75
1.00
target
0.00
feature_1
0.00
feature_11
0.00
feature_7
0.00
feature_3
0.00
feature_4
0.00
feature_5
0.00
feature_8
0.00
feature_9
0.00
feature_10
0.00
feature_13
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_0:
feature_1
1.00
feature_2
1.00
feature_3
1.00
feature_4
1.00
feature_5
1.00
feature_7
1.00
feature_8
1.00
feature_9
1.00
feature_10
1.00
feature_11
1.00
feature_12
1.00
feature_13
1.00
feature_14
1.00
feature_15
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_0
CORRELATION RATIO WITH...
search_id
0.00
feature_6
0.00
feature_16
0.00
feature_17
0.00
feature_18
0.00
feature_19
0.00
feature_20
0.00
feature_21
0.00
feature_22
0.00
feature_24
0.00
feature_25
0.00
feature_26
0.00
feature_27
0.00
feature_28
0.00
feature_1
MISSING:
---
TOP CATEGORIES
0
1,385
91%
2
126
8%
1
18
1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_1
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_7
0.25
feature_8
0.07
feature_23
0.06
feature_2
0.06
feature_5
0.05
target
0.04
feature_3
0.02
feature_4
0.02
feature_61
0.02
feature_15
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_1:
feature_7
0.69
feature_8
0.34
feature_23
0.25
feature_2
0.13
feature_5
0.06
feature_3
0.03
feature_4
0.03
feature_14
0.02
target
0.01
feature_10
0.01
feature_12
0.01
feature_61
0.01
feature_13
0.00
feature_11
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_1
CORRELATION RATIO WITH...
feature_72
0.40
feature_17
0.27
feature_70
0.27
feature_21
0.25
feature_71
0.23
feature_30
0.23
feature_20
0.23
feature_31
0.23
feature_22
0.22
feature_29
0.22
feature_19
0.20
feature_16
0.20
feature_32
0.20
feature_59
0.19
feature_2
MISSING:
---
TOP CATEGORIES
0
1,271
83%
3
84
5%
2
80
5%
1
42
3%
5
30
2%
4
22
1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_2
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_14
0.17
feature_23
0.14
feature_7
0.13
feature_1
0.13
feature_8
0.07
feature_5
0.06
feature_3
0.05
feature_4
0.05
feature_61
0.03
feature_15
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_2:
feature_23
0.27
feature_8
0.18
feature_7
0.18
feature_14
0.16
feature_1
0.06
feature_3
0.05
feature_4
0.05
feature_5
0.03
feature_11
0.01
feature_10
0.01
feature_61
0.01
feature_12
0.00
target
0.00
feature_13
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_2
CORRELATION RATIO WITH...
feature_24
0.43
feature_28
0.35
feature_37
0.32
feature_16
0.29
feature_34
0.28
feature_21
0.26
search_id
0.24
feature_71
0.24
feature_27
0.24
feature_18
0.23
feature_32
0.22
feature_33
0.22
feature_72
0.22
feature_6
0.20
feature_3
MISSING:
---
TOP CATEGORIES
1
939
61%
0
590
39%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_3
PROVIDES INFORMATION ON...
feature_0
1.00
feature_4
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_15
0.08
feature_2
0.05
feature_61
0.04
feature_7
0.03
feature_1
0.03
feature_23
0.03
feature_10
0.03
feature_5
0.03
feature_8
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_3:
feature_4
1.00
feature_23
0.07
feature_8
0.06
feature_7
0.05
feature_2
0.05
feature_10
0.03
feature_1
0.02
feature_5
0.02
feature_11
0.01
feature_61
0.01
feature_15
0.00
target
0.00
feature_12
0.00
feature_14
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_3
CORRELATION RATIO WITH...
feature_28
0.25
feature_26
0.22
feature_25
0.21
feature_70
0.19
feature_32
0.17
feature_59
0.15
feature_37
0.15
feature_30
0.14
feature_6
0.12
feature_21
0.12
feature_67
0.11
feature_17
0.11
feature_16
0.11
feature_58
0.10
feature_4
MISSING:
---
TOP CATEGORIES
20
939
61%
9
590
39%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_4
PROVIDES INFORMATION ON...
feature_0
1.00
feature_3
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_15
0.08
feature_2
0.05
feature_61
0.04
feature_7
0.03
feature_1
0.03
feature_23
0.03
feature_10
0.03
feature_5
0.03
feature_8
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_4:
feature_3
1.00
feature_23
0.07
feature_8
0.06
feature_7
0.05
feature_2
0.05
feature_10
0.03
feature_1
0.02
feature_5
0.02
feature_11
0.01
feature_61
0.01
feature_15
0.00
target
0.00
feature_12
0.00
feature_14
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_4
CORRELATION RATIO WITH...
feature_28
0.25
feature_26
0.22
feature_25
0.21
feature_70
0.19
feature_32
0.17
feature_59
0.15
feature_37
0.15
feature_30
0.14
feature_6
0.12
feature_21
0.12
feature_67
0.11
feature_17
0.11
feature_16
0.11
feature_58
0.10
feature_5
MISSING:
---
TOP CATEGORIES
4
1,342
88%
3
158
10%
2
29
2%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_5
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_23
0.07
feature_8
0.07
feature_1
0.06
feature_10
0.06
feature_7
0.05
feature_2
0.03
target
0.03
feature_12
0.02
feature_3
0.02
feature_4
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_5:
feature_8
0.28
feature_23
0.24
feature_7
0.12
feature_10
0.08
feature_2
0.06
feature_1
0.05
feature_3
0.03
feature_4
0.03
feature_14
0.02
feature_11
0.02
feature_12
0.01
target
0.01
feature_13
0.01
feature_61
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_5
CORRELATION RATIO WITH...
feature_19
0.36
feature_56
0.24
feature_45
0.24
feature_50
0.22
feature_76
0.20
feature_22
0.19
feature_48
0.19
feature_21
0.19
feature_69
0.18
feature_52
0.17
feature_62
0.17
feature_71
0.16
feature_46
0.15
feature_58
0.15
feature_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_26
0.41
feature_28
0.32
feature_25
0.32
feature_31
0.32
feature_30
0.30
feature_71
-0.30
feature_16
0.27
feature_27
0.25
feature_29
0.25
feature_72
-0.24
feature_20
0.23
feature_21
0.23
feature_68
-0.22
feature_44
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_14
0.46
feature_23
0.25
feature_8
0.24
feature_2
0.20
feature_7
0.19
feature_3
0.12
feature_4
0.12
feature_1
0.07
feature_9
0.07
feature_10
0.06
feature_61
0.05
feature_12
0.05
feature_11
0.04
feature_5
0.04
MOST FREQUENT VALUES
25
282
18.4%
46
234
15.3%
31
141
9.2%
36
86
5.6%
26
78
5.1%
45
74
4.8%
34
68
4.4%
40
65
4.3%
0
62
4.1%
35
56
3.7%
28
52
3.4%
38
42
2.7%
30
41
2.7%
22
40
2.6%
44
38
2.5%
SMALLEST VALUES
0
62
4.1%
13
30
2.0%
22
40
2.6%
23
13
0.9%
24
15
1.0%
25
282
18.4%
26
78
5.1%
27
14
0.9%
28
52
3.4%
30
41
2.7%
31
141
9.2%
32
18
1.2%
33
3
0.2%
34
68
4.4%
35
56
3.7%
LARGEST VALUES
49
17
1.1%
47
23
1.5%
46
234
15.3%
45
74
4.8%
44
38
2.5%
43
15
1.0%
40
65
4.3%
39
18
1.2%
38
42
2.7%
37
4
0.3%
36
86
5.6%
35
56
3.7%
34
68
4.4%
33
3
0.2%
32
18
1.2%
feature_7
MISSING:
---
TOP CATEGORIES
0
1,175
77%
5
84
5%
4
69
5%
6
68
4%
3
55
4%
7
42
3%
2
18
1%
1
18
1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_7
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_1
0.69
feature_8
0.19
feature_2
0.18
feature_23
0.17
feature_5
0.12
feature_61
0.10
target
0.06
feature_3
0.05
feature_4
0.05
feature_14
0.04

THESE FEATURES
GIVE INFORMATION
ON feature_7:
feature_8
0.33
feature_1
0.25
feature_23
0.25
feature_2
0.13
feature_5
0.05
feature_3
0.03
feature_4
0.03
feature_14
0.03
feature_11
0.02
feature_61
0.01
feature_9
0.01
feature_10
0.01
target
0.01
feature_13
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
CORRELATION RATIO WITH...
feature_37
0.48
feature_21
0.43
feature_72
0.41
feature_24
0.38
feature_36
0.37
feature_22
0.35
feature_33
0.35
feature_20
0.34
search_id
0.34
feature_35
0.34
feature_19
0.33
feature_70
0.31
feature_17
0.31
feature_71
0.29
feature_8
MISSING:
---
TOP CATEGORIES
0
646
42%
2
206
13%
4
180
12%
3
167
11%
1
144
9%
6
97
6%
5
89
6%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_8
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_1
0.34
feature_7
0.33
feature_23
0.29
feature_5
0.28
feature_2
0.18
feature_61
0.17
feature_15
0.06
feature_3
0.06
feature_4
0.06
feature_11
0.05

THESE FEATURES
GIVE INFORMATION
ON feature_8:
feature_23
0.24
feature_7
0.19
feature_2
0.07
feature_1
0.07
feature_5
0.07
feature_3
0.02
feature_4
0.02
feature_14
0.02
feature_11
0.02
feature_61
0.01
feature_10
0.01
feature_12
0.00
feature_13
0.00
target
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
CORRELATION RATIO WITH...
feature_20
0.58
feature_21
0.50
feature_37
0.49
feature_19
0.46
feature_69
0.42
feature_22
0.40
feature_27
0.38
feature_45
0.36
feature_35
0.36
feature_26
0.35
feature_16
0.33
feature_34
0.32
feature_72
0.32
feature_71
0.31
feature_9
MISSING:
---
TOP CATEGORIES
1
1,203
79%
0
326
21%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_9
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_61
0.04
feature_7
0.01
feature_13
0.01
feature_11
0.01
feature_15
0.00
feature_5
0.00
feature_1
0.00
feature_23
0.00
feature_14
0.00
feature_3
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_9:
feature_7
0.02
feature_61
0.01
feature_11
0.01
feature_23
0.01
feature_13
0.00
feature_5
0.00
feature_14
0.00
feature_1
0.00
feature_3
0.00
feature_4
0.00
feature_2
0.00
feature_8
0.00
feature_10
0.00
feature_12
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_9
CORRELATION RATIO WITH...
feature_45
0.12
feature_24
0.11
feature_69
0.10
feature_27
0.10
feature_37
0.10
feature_72
0.09
feature_71
0.09
feature_26
0.08
feature_46
0.08
feature_42
0.08
feature_28
0.08
feature_44
0.07
feature_6
0.07
feature_59
0.07
feature_10
MISSING:
---
TOP CATEGORIES
0
1,112
73%
1
417
27%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_10
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_12
0.12
feature_11
0.09
feature_61
0.08
feature_5
0.08
target
0.05
feature_3
0.03
feature_4
0.03
feature_15
0.02
feature_13
0.02
feature_23
0.02

THESE FEATURES
GIVE INFORMATION
ON feature_10:
feature_11
0.08
feature_5
0.06
feature_12
0.06
feature_23
0.04
feature_3
0.03
feature_4
0.03
feature_8
0.02
feature_61
0.02
feature_7
0.01
feature_13
0.01
target
0.01
feature_2
0.01
feature_1
0.00
feature_15
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
CORRELATION RATIO WITH...
feature_58
0.36
feature_62
0.30
feature_70
0.30
feature_76
0.28
feature_59
0.26
feature_50
0.25
feature_60
0.24
feature_52
0.23
feature_48
0.21
feature_49
0.21
feature_42
0.21
feature_19
0.18
feature_39
0.18
feature_56
0.18
feature_11
MISSING:
---
TOP CATEGORIES
0
1,178
77%
1
351
23%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_11
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_12
0.36
feature_10
0.08
feature_61
0.04
feature_5
0.02
feature_8
0.02
feature_7
0.02
feature_23
0.01
feature_2
0.01
feature_3
0.01
feature_4
0.01

THESE FEATURES
GIVE INFORMATION
ON feature_11:
feature_12
0.18
feature_10
0.09
feature_8
0.05
feature_23
0.04
feature_7
0.03
feature_2
0.02
feature_5
0.01
feature_3
0.01
feature_4
0.01
feature_61
0.01
feature_9
0.01
feature_13
0.00
feature_1
0.00
target
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_11
CORRELATION RATIO WITH...
feature_59
0.89
feature_60
0.45
feature_31
0.18
feature_58
0.16
feature_70
0.15
feature_57
0.14
feature_26
0.12
feature_49
0.12
feature_28
0.11
feature_69
0.11
search_id
0.11
feature_19
0.10
feature_46
0.09
feature_43
0.09
feature_12
MISSING:
---
TOP CATEGORIES
0
1,412
92%
1
117
8%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_12
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_11
0.18
feature_61
0.06
feature_10
0.06
feature_13
0.03
target
0.01
feature_5
0.01
feature_1
0.01
feature_8
0.00
feature_7
0.00
feature_3
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_12:
feature_11
0.36
feature_10
0.12
feature_13
0.04
feature_61
0.03
feature_8
0.03
feature_5
0.02
feature_7
0.02
feature_23
0.02
feature_1
0.01
feature_2
0.01
feature_3
0.01
feature_4
0.01
feature_14
0.01
target
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_12
CORRELATION RATIO WITH...
feature_60
0.90
feature_59
0.44
feature_57
0.16
feature_70
0.13
feature_43
0.12
feature_34
0.09
feature_44
0.09
feature_68
0.07
feature_58
0.07
feature_26
0.07
feature_64
0.06
feature_48
0.06
feature_69
0.06
feature_28
0.06
feature_13
MISSING:
---
TOP CATEGORIES
0
1,343
88%
1
186
12%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_13
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_61
0.07
feature_12
0.04
feature_10
0.01
feature_15
0.01
feature_7
0.01
feature_23
0.01
feature_5
0.01
feature_1
0.00
feature_9
0.00
feature_11
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_13:
feature_12
0.03
feature_61
0.02
feature_23
0.02
feature_8
0.02
feature_10
0.02
feature_7
0.01
feature_11
0.01
feature_9
0.01
feature_5
0.01
feature_2
0.00
feature_1
0.00
feature_14
0.00
feature_3
0.00
feature_4
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_13
CORRELATION RATIO WITH...
feature_43
0.29
feature_60
0.17
feature_76
0.16
feature_62
0.15
feature_56
0.14
feature_41
0.14
feature_48
0.13
feature_21
0.12
feature_29
0.11
feature_70
0.11
feature_44
0.10
feature_38
0.10
feature_50
0.10
feature_49
0.09
feature_14
MISSING:
---
TOP CATEGORIES
0
915
60%
1
614
40%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_14
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_2
0.16
feature_23
0.05
feature_61
0.03
feature_7
0.03
feature_5
0.02
feature_1
0.02
feature_8
0.02
feature_15
0.01
feature_12
0.01
feature_9
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_14:
feature_2
0.17
feature_23
0.10
feature_7
0.04
feature_8
0.04
feature_5
0.02
feature_1
0.01
feature_61
0.01
feature_12
0.00
feature_9
0.00
feature_3
0.00
feature_4
0.00
feature_13
0.00
feature_15
0.00
feature_11
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_14
CORRELATION RATIO WITH...
feature_6
0.46
feature_16
0.35
feature_18
0.30
feature_44
0.22
feature_20
0.22
feature_50
0.20
feature_33
0.18
feature_32
0.17
feature_17
0.15
feature_26
0.15
feature_25
0.14
feature_37
0.14
feature_67
0.13
feature_38
0.13
feature_15
MISSING:
---
TOP CATEGORIES
0
1,521
>99%
1
8
<1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_15
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_3
0.00
feature_4
0.00
feature_1
0.00
feature_7
0.00
feature_8
0.00
feature_2
0.00
feature_23
0.00
target
0.00
feature_10
0.00
feature_13
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_15:
feature_3
0.08
feature_4
0.08
feature_8
0.06
feature_23
0.05
feature_7
0.04
feature_2
0.02
feature_10
0.02
feature_1
0.02
feature_13
0.01
feature_14
0.01
feature_9
0.00
target
0.00
feature_61
0.00
feature_5
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_15
CORRELATION RATIO WITH...
feature_35
0.05
feature_36
0.05
feature_30
0.05
feature_67
0.05
feature_31
0.04
feature_22
0.04
feature_41
0.03
feature_18
0.03
feature_72
0.02
feature_69
0.02
feature_40
0.02
feature_78
0.02
feature_29
0.02
feature_77
0.02
feature_16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_17
-0.44
feature_31
0.37
feature_18
-0.31
feature_25
0.31
feature_26
0.31
feature_34
0.29
feature_38
0.28
feature_6
0.27
feature_20
0.26
feature_22
0.26
feature_35
0.26
feature_29
0.24
feature_21
0.23
feature_28
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.35
feature_14
0.35
feature_8
0.33
feature_2
0.29
feature_7
0.29
feature_1
0.20
feature_3
0.11
feature_4
0.11
feature_5
0.11
feature_13
0.09
feature_61
0.08
feature_9
0.06
target
0.05
feature_11
0.05
MOST FREQUENT VALUES
1.0
925
60.5%
0.0
447
29.2%
0.75
20
1.3%
0.5
18
1.2%
0.666667
18
1.2%
0.074074
18
1.2%
0.0555559999999999
18
1.2%
0.1111109999999999
18
1.2%
0.0067569999999999
18
1.2%
0.6
15
1.0%
0.083333
14
0.9%
SMALLEST VALUES
0.0
447
29.2%
0.0067569999999999
18
1.2%
0.0555559999999999
18
1.2%
0.074074
18
1.2%
0.083333
14
0.9%
0.1111109999999999
18
1.2%
0.5
18
1.2%
0.6
15
1.0%
0.666667
18
1.2%
0.75
20
1.3%
1.0
925
60.5%
LARGEST VALUES
1.0
925
60.5%
0.75
20
1.3%
0.666667
18
1.2%
0.6
15
1.0%
0.5
18
1.2%
0.1111109999999999
18
1.2%
0.083333
14
0.9%
0.074074
18
1.2%
0.0555559999999999
18
1.2%
0.0067569999999999
18
1.2%
0.0
447
29.2%
feature_17
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_16
-0.44
feature_36
-0.25
feature_38
-0.22
feature_26
-0.21
feature_25
-0.18
search_id
0.16
feature_34
-0.16
feature_58
0.14
feature_57
0.14
feature_37
0.12
feature_18
-0.11
feature_27
0.10
feature_28
-0.10
feature_35
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.31
feature_1
0.27
feature_23
0.27
feature_61
0.22
feature_2
0.20
feature_8
0.19
feature_14
0.15
feature_3
0.11
feature_4
0.11
feature_10
0.08
feature_5
0.08
feature_13
0.06
target
0.06
feature_11
0.03
MOST FREQUENT VALUES
0.0
1,050
68.7%
1.0
289
18.9%
0.5
33
2.2%
0.25
23
1.5%
0.033333
20
1.3%
0.011019
19
1.2%
0.2
18
1.2%
0.019417
17
1.1%
0.181818
17
1.1%
0.4
15
1.0%
0.1111109999999999
14
0.9%
0.083333
14
0.9%
SMALLEST VALUES
0.0
1,050
68.7%
0.011019
19
1.2%
0.019417
17
1.1%
0.033333
20
1.3%
0.083333
14
0.9%
0.1111109999999999
14
0.9%
0.181818
17
1.1%
0.2
18
1.2%
0.25
23
1.5%
0.4
15
1.0%
0.5
33
2.2%
1.0
289
18.9%
LARGEST VALUES
1.0
289
18.9%
0.5
33
2.2%
0.4
15
1.0%
0.25
23
1.5%
0.2
18
1.2%
0.181818
17
1.1%
0.1111109999999999
14
0.9%
0.083333
14
0.9%
0.033333
20
1.3%
0.019417
17
1.1%
0.011019
19
1.2%
0.0
1,050
68.7%
feature_18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_16
-0.31
feature_35
-0.27
feature_37
0.20
feature_33
0.17
search_id
0.15
feature_34
-0.14
feature_70
-0.14
feature_38
-0.13
feature_29
-0.12
feature_17
-0.11
feature_53
-0.11
feature_26
0.10
feature_63
-0.10
feature_19
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.37
feature_14
0.30
feature_8
0.24
feature_2
0.23
feature_7
0.21
feature_5
0.08
feature_61
0.07
feature_1
0.07
feature_3
0.06
feature_4
0.06
feature_11
0.04
feature_13
0.04
feature_12
0.03
feature_15
0.03
MOST FREQUENT VALUES
0.0
1,146
75.0%
1.0
241
15.8%
0.6
29
1.9%
0.636364
18
1.2%
0.087379
17
1.1%
0.045455
17
1.1%
0.25
16
1.0%
0.1875
16
1.0%
0.1111109999999999
13
0.9%
0.5
11
0.7%
0.166667
5
0.3%
SMALLEST VALUES
0.0
1,146
75.0%
0.045455
17
1.1%
0.087379
17
1.1%
0.1111109999999999
13
0.9%
0.166667
5
0.3%
0.1875
16
1.0%
0.25
16
1.0%
0.5
11
0.7%
0.6
29
1.9%
0.636364
18
1.2%
1.0
241
15.8%
LARGEST VALUES
1.0
241
15.8%
0.636364
18
1.2%
0.6
29
1.9%
0.5
11
0.7%
0.25
16
1.0%
0.1875
16
1.0%
0.166667
5
0.3%
0.1111109999999999
13
0.9%
0.087379
17
1.1%
0.045455
17
1.1%
0.0
1,146
75.0%
feature_19
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_45
-0.29
feature_46
0.26
feature_50
0.25
feature_52
0.24
feature_27
0.23
feature_62
0.23
feature_71
0.22
feature_48
0.22
feature_20
0.21
feature_69
0.21
feature_76
0.20
feature_59
0.20
feature_72
0.18
feature_42
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.46
feature_23
0.44
feature_5
0.36
feature_7
0.33
feature_1
0.20
feature_10
0.18
feature_2
0.14
feature_11
0.10
feature_9
0.06
feature_61
0.06
feature_3
0.03
feature_4
0.03
feature_12
0.02
feature_13
0.02
MOST FREQUENT VALUES
0.0
640
41.9%
1.0
464
30.3%
0.333333
99
6.5%
0.25
54
3.5%
0.666667
38
2.5%
0.6
35
2.3%
0.1428569999999999
34
2.2%
0.5
33
2.2%
0.7
20
1.3%
0.4
18
1.2%
0.8
18
1.2%
0.933333
18
1.2%
0.571429
17
1.1%
0.2222219999999999
16
1.0%
0.125
13
0.9%
SMALLEST VALUES
0.0
640
41.9%
0.125
13
0.9%
0.1428569999999999
34
2.2%
0.2222219999999999
16
1.0%
0.25
54
3.5%
0.333333
99
6.5%
0.375
12
0.8%
0.4
18
1.2%
0.5
33
2.2%
0.571429
17
1.1%
0.6
35
2.3%
0.666667
38
2.5%
0.7
20
1.3%
0.8
18
1.2%
0.933333
18
1.2%
LARGEST VALUES
1.0
464
30.3%
0.933333
18
1.2%
0.8
18
1.2%
0.7
20
1.3%
0.666667
38
2.5%
0.6
35
2.3%
0.571429
17
1.1%
0.5
33
2.2%
0.4
18
1.2%
0.375
12
0.8%
0.333333
99
6.5%
0.25
54
3.5%
0.2222219999999999
16
1.0%
0.1428569999999999
34
2.2%
0.125
13
0.9%
feature_20
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_16
0.26
feature_50
0.24
feature_25
0.24
feature_45
-0.23
feature_6
0.23
feature_19
0.21
feature_27
0.20
feature_52
0.18
feature_46
0.17
feature_21
0.17
feature_66
0.16
feature_26
0.16
feature_62
0.16
feature_30
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.58
feature_7
0.34
feature_23
0.33
feature_1
0.23
feature_14
0.22
feature_2
0.14
feature_5
0.13
feature_61
0.11
feature_10
0.08
feature_3
0.05
feature_4
0.05
feature_9
0.05
feature_11
0.04
feature_13
0.03
MOST FREQUENT VALUES
0.0
748
48.9%
1.0
244
16.0%
0.5
105
6.9%
0.4
74
4.8%
0.333333
53
3.5%
0.666667
49
3.2%
0.75
49
3.2%
0.2857139999999999
41
2.7%
0.25
36
2.4%
0.1428569999999999
36
2.4%
0.428571
28
1.8%
0.6
18
1.2%
0.166667
17
1.1%
0.1111109999999999
16
1.0%
0.125
15
1.0%
SMALLEST VALUES
0.0
748
48.9%
0.1111109999999999
16
1.0%
0.125
15
1.0%
0.1428569999999999
36
2.4%
0.166667
17
1.1%
0.25
36
2.4%
0.2857139999999999
41
2.7%
0.333333
53
3.5%
0.4
74
4.8%
0.428571
28
1.8%
0.5
105
6.9%
0.6
18
1.2%
0.666667
49
3.2%
0.75
49
3.2%
1.0
244
16.0%
LARGEST VALUES
1.0
244
16.0%
0.75
49
3.2%
0.666667
49
3.2%
0.6
18
1.2%
0.5
105
6.9%
0.428571
28
1.8%
0.4
74
4.8%
0.333333
53
3.5%
0.2857139999999999
41
2.7%
0.25
36
2.4%
0.166667
17
1.1%
0.1428569999999999
36
2.4%
0.125
15
1.0%
0.1111109999999999
16
1.0%
0.0
748
48.9%
feature_21
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_28
0.33
feature_31
0.32
feature_27
0.26
feature_26
0.25
feature_16
0.23
feature_6
0.23
feature_29
0.21
feature_38
0.18
feature_20
0.17
feature_78
-0.16
feature_30
0.16
feature_77
-0.15
feature_34
0.15
feature_35
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.50
feature_7
0.43
feature_23
0.32
feature_2
0.26
feature_1
0.25
feature_5
0.19
feature_13
0.12
feature_3
0.12
feature_4
0.12
feature_61
0.10
feature_10
0.08
feature_11
0.07
feature_14
0.05
feature_12
0.03
MOST FREQUENT VALUES
0.0
694
45.4%
1.0
371
24.3%
0.5
95
6.2%
0.25
70
4.6%
0.2
58
3.8%
0.166667
28
1.8%
0.1428569999999999
27
1.8%
0.1
20
1.3%
0.9
20
1.3%
0.4
18
1.2%
0.666667
18
1.2%
0.1111109999999999
18
1.2%
0.2857139999999999
18
1.2%
0.75
16
1.0%
0.6
16
1.0%
SMALLEST VALUES
0.0
694
45.4%
0.1
20
1.3%
0.1111109999999999
18
1.2%
0.125
13
0.9%
0.1428569999999999
27
1.8%
0.166667
28
1.8%
0.2
58
3.8%
0.25
70
4.6%
0.2857139999999999
18
1.2%
0.333333
14
0.9%
0.375
15
1.0%
0.4
18
1.2%
0.5
95
6.2%
0.6
16
1.0%
0.666667
18
1.2%
LARGEST VALUES
1.0
371
24.3%
0.9
20
1.3%
0.75
16
1.0%
0.666667
18
1.2%
0.6
16
1.0%
0.5
95
6.2%
0.4
18
1.2%
0.375
15
1.0%
0.333333
14
0.9%
0.2857139999999999
18
1.2%
0.25
70
4.6%
0.2
58
3.8%
0.166667
28
1.8%
0.1428569999999999
27
1.8%
0.125
13
0.9%
feature_22
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_16
0.26
feature_24
0.19
feature_56
0.18
feature_37
0.17
feature_34
0.12
feature_68
0.12
feature_70
0.12
feature_29
0.11
feature_46
0.11
feature_50
0.10
feature_62
0.10
feature_58
0.10
feature_72
0.09
feature_52
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.50
feature_8
0.40
feature_7
0.35
feature_1
0.22
feature_5
0.19
feature_2
0.19
feature_3
0.10
feature_4
0.10
feature_61
0.10
feature_10
0.08
feature_13
0.05
target
0.04
feature_9
0.04
feature_15
0.04
MOST FREQUENT VALUES
0.0
740
48.4%
1.0
298
19.5%
0.5
94
6.1%
0.75
67
4.4%
0.2
58
3.8%
0.1428569999999999
52
3.4%
0.666667
40
2.6%
0.333333
32
2.1%
0.3
20
1.3%
0.166667
18
1.2%
0.2857139999999999
18
1.2%
0.0555559999999999
18
1.2%
0.6
18
1.2%
0.857143
17
1.1%
0.555556
16
1.0%
SMALLEST VALUES
0.0
740
48.4%
0.0555559999999999
18
1.2%
0.1428569999999999
52
3.4%
0.166667
18
1.2%
0.2
58
3.8%
0.2857139999999999
18
1.2%
0.3
20
1.3%
0.333333
32
2.1%
0.375
12
0.8%
0.428571
11
0.7%
0.5
94
6.1%
0.555556
16
1.0%
0.6
18
1.2%
0.666667
40
2.6%
0.75
67
4.4%
LARGEST VALUES
1.0
298
19.5%
0.857143
17
1.1%
0.75
67
4.4%
0.666667
40
2.6%
0.6
18
1.2%
0.555556
16
1.0%
0.5
94
6.1%
0.428571
11
0.7%
0.375
12
0.8%
0.333333
32
2.1%
0.3
20
1.3%
0.2857139999999999
18
1.2%
0.2
58
3.8%
0.166667
18
1.2%
0.1428569999999999
52
3.4%
feature_23
MISSING:
---
TOP CATEGORIES
0.0
893
58%
1.0
302
20%
0.25
104
7%
0.5
62
4%
0.2
54
4%
0.4
50
3%
0.714286
17
1%
0.1111109999999999
16
1%
0.1428569999999999
16
1%
0.333333
15
<1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_23
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_2
0.27
feature_1
0.25
feature_7
0.25
feature_5
0.24
feature_8
0.24
feature_61
0.15
feature_14
0.10
feature_3
0.07
feature_4
0.07
target
0.05

THESE FEATURES
GIVE INFORMATION
ON feature_23:
feature_8
0.29
feature_7
0.17
feature_2
0.14
feature_5
0.07
feature_1
0.06
feature_14
0.05
feature_3
0.03
feature_4
0.03
feature_10
0.02
feature_11
0.01
feature_61
0.01
feature_13
0.01
target
0.00
feature_12
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
CORRELATION RATIO WITH...
feature_22
0.50
feature_19
0.44
feature_24
0.44
feature_37
0.41
feature_31
0.41
feature_71
0.41
feature_34
0.38
feature_36
0.37
feature_38
0.37
feature_18
0.37
feature_16
0.35
feature_72
0.34
feature_20
0.33
feature_46
0.33
feature_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_25
0.55
feature_69
0.45
feature_46
0.22
feature_22
0.19
feature_72
0.19
feature_48
0.19
feature_71
0.18
feature_76
0.18
feature_56
0.18
feature_16
0.18
feature_6
0.18
feature_50
0.16
feature_62
0.16
feature_52
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.44
feature_2
0.43
feature_7
0.38
feature_8
0.23
feature_5
0.14
feature_14
0.12
feature_9
0.11
feature_61
0.09
feature_3
0.09
feature_4
0.09
feature_10
0.06
feature_11
0.05
feature_1
0.04
feature_12
0.03
MOST FREQUENT VALUES
0.0
100
6.5%
0.2002
36
2.4%
0.1619
35
2.3%
0.2728
33
2.2%
0.22255
20
1.3%
0.1700559999999999
20
1.3%
0.2025
20
1.3%
0.074
20
1.3%
0.2513
20
1.3%
0.1371
20
1.3%
0.18885
20
1.3%
0.41345
20
1.3%
0.2243
20
1.3%
0.1647
20
1.3%
0.0513
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.015
18
1.2%
0.0513
20
1.3%
0.074
20
1.3%
0.0796
16
1.0%
0.08675
1
<0.1%
0.0874
4
0.3%
0.1110329999999999
18
1.2%
0.1154
18
1.2%
0.12012
18
1.2%
0.1203
18
1.2%
0.129422
18
1.2%
0.12995
15
1.0%
0.1307
4
0.3%
0.1309
15
1.0%
LARGEST VALUES
0.6831
18
1.2%
0.5138
11
0.7%
0.4784
17
1.1%
0.4651
18
1.2%
0.4599
14
0.9%
0.4239
8
0.5%
0.41345
20
1.3%
0.412
12
0.8%
0.405433
17
1.1%
0.4042
4
0.3%
0.37315
7
0.5%
0.3585
12
0.8%
0.3179
4
0.3%
0.2935
18
1.2%
0.273
2
0.1%
feature_25
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_24
0.55
feature_26
0.50
feature_69
0.40
feature_6
0.32
feature_16
0.31
feature_20
0.24
feature_38
0.21
feature_32
0.20
feature_17
-0.18
feature_27
0.18
feature_28
0.16
feature_31
0.15
feature_34
0.14
feature_48
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.30
feature_8
0.25
feature_7
0.22
feature_3
0.21
feature_4
0.21
feature_1
0.16
feature_5
0.14
feature_14
0.14
feature_2
0.13
feature_61
0.10
feature_11
0.07
feature_12
0.05
feature_9
0.04
feature_13
0.03
MOST FREQUENT VALUES
0.0
100
6.5%
0.0868
35
2.3%
0.1448
33
2.2%
0.10495
20
1.3%
0.0834
20
1.3%
0.1604
20
1.3%
0.1485
20
1.3%
0.0949
20
1.3%
0.1263
20
1.3%
0.1239
20
1.3%
0.1272
20
1.3%
0.1403
20
1.3%
0.01
20
1.3%
0.1102559999999999
20
1.3%
0.10695
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.01
20
1.3%
0.0187
4
0.3%
0.0279999999999999
18
1.2%
0.0343
18
1.2%
0.042
20
1.3%
0.046
18
1.2%
0.0625
8
0.5%
0.0642
15
1.0%
0.0712
16
1.0%
0.07355
18
1.2%
0.0739
18
1.2%
0.0767
18
1.2%
0.0795333
15
1.0%
0.0805
18
1.2%
LARGEST VALUES
0.4038
4
0.3%
0.2639
17
1.1%
0.2438
14
0.9%
0.20485
18
1.2%
0.176
18
1.2%
0.1721
16
1.0%
0.1651
18
1.2%
0.16225
18
1.2%
0.1607
17
1.1%
0.1604
20
1.3%
0.16
5
0.3%
0.15835
18
1.2%
0.1580329999999999
4
0.3%
0.1575599999999999
18
1.2%
0.1565
18
1.2%
feature_26
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_28
0.59
feature_25
0.50
feature_27
0.48
feature_6
0.41
feature_31
0.37
feature_30
0.34
feature_29
0.31
feature_16
0.31
feature_21
0.25
feature_32
0.22
feature_17
-0.21
feature_69
0.21
feature_19
0.17
feature_35
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.35
feature_7
0.26
feature_23
0.24
feature_3
0.22
feature_4
0.22
feature_2
0.16
feature_1
0.16
feature_14
0.15
feature_11
0.12
feature_9
0.08
feature_12
0.07
feature_61
0.06
feature_10
0.05
feature_13
0.05
MOST FREQUENT VALUES
0.0
100
6.5%
0.067
38
2.5%
0.0711
35
2.3%
0.1281
33
2.2%
0.106544
20
1.3%
0.09825
20
1.3%
0.0855
20
1.3%
0.1171
20
1.3%
0.1141
20
1.3%
0.10655
20
1.3%
0.122
20
1.3%
0.1027
20
1.3%
0.0518
20
1.3%
0.0849
20
1.3%
0.08875
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.0143
4
0.3%
0.0334
13
0.9%
0.0366
4
0.3%
0.0468
4
0.3%
0.0479
18
1.2%
0.0493
18
1.2%
0.0518
20
1.3%
0.0553
15
1.0%
0.0564
18
1.2%
0.0613
8
0.5%
0.0628
18
1.2%
0.0639666999999999
18
1.2%
0.0662333
14
0.9%
0.0663
17
1.1%
LARGEST VALUES
0.1954
16
1.0%
0.1913
18
1.2%
0.153
18
1.2%
0.1431
16
1.0%
0.1412
18
1.2%
0.1409
18
1.2%
0.1292
15
1.0%
0.12895
18
1.2%
0.128275
18
1.2%
0.1281
33
2.2%
0.1277
18
1.2%
0.1235
17
1.1%
0.1228
18
1.2%
0.122
20
1.3%
0.1195329999999999
4
0.3%
feature_27
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_26
0.48
feature_28
0.40
feature_32
0.37
feature_21
0.26
feature_35
0.25
feature_6
0.25
feature_30
0.23
feature_33
0.23
feature_31
0.23
feature_19
0.23
feature_20
0.20
feature_25
0.18
feature_29
0.16
feature_68
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.38
feature_2
0.24
feature_61
0.21
feature_7
0.21
feature_1
0.19
feature_23
0.17
feature_14
0.12
feature_9
0.10
feature_10
0.10
feature_5
0.09
feature_11
0.05
feature_3
0.05
feature_4
0.05
feature_12
0.04
MOST FREQUENT VALUES
0.0
100
6.5%
0.0865
35
2.3%
0.118
33
2.2%
0.0634
20
1.3%
0.042
20
1.3%
0.1387
20
1.3%
0.1049
20
1.3%
0.084
20
1.3%
0.0954333
20
1.3%
0.10045
20
1.3%
0.1017
20
1.3%
0.0833
20
1.3%
0.3092
20
1.3%
0.0585
20
1.3%
0.11965
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.0156
18
1.2%
0.0258
4
0.3%
0.0303
4
0.3%
0.0305
17
1.1%
0.0307
18
1.2%
0.0312
18
1.2%
0.0342
18
1.2%
0.0351
14
0.9%
0.0398
13
0.9%
0.042
20
1.3%
0.0425
18
1.2%
0.0467
18
1.2%
0.0468
12
0.8%
0.0471
12
0.8%
LARGEST VALUES
0.3092
20
1.3%
0.215
16
1.0%
0.1685
18
1.2%
0.1579
18
1.2%
0.1401
16
1.0%
0.1387
20
1.3%
0.1332
18
1.2%
0.1315
15
1.0%
0.1261
18
1.2%
0.1254
12
0.8%
0.1222
18
1.2%
0.12176
17
1.1%
0.11965
20
1.3%
0.1192329999999999
16
1.0%
0.118
33
2.2%
feature_28
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_26
0.59
feature_31
0.49
feature_29
0.47
feature_30
0.42
feature_27
0.40
feature_21
0.33
feature_6
0.32
feature_32
0.25
feature_16
0.23
feature_35
0.17
feature_25
0.16
feature_33
0.16
feature_72
-0.12
feature_44
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_2
0.35
feature_8
0.29
feature_23
0.27
feature_3
0.25
feature_4
0.25
feature_7
0.22
feature_1
0.19
feature_11
0.11
feature_10
0.10
feature_61
0.09
feature_9
0.08
feature_5
0.07
feature_12
0.06
feature_13
0.06
MOST FREQUENT VALUES
0.0
100
6.5%
0.0844
36
2.4%
0.1062
35
2.3%
0.0732
33
2.2%
0.0819999999999999
33
2.2%
0.08965
20
1.3%
0.1287
20
1.3%
0.026
20
1.3%
0.0479
20
1.3%
0.0878556
20
1.3%
0.07985
20
1.3%
0.0653
20
1.3%
0.0995
20
1.3%
0.124
20
1.3%
0.0159
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.0107
18
1.2%
0.0159
20
1.3%
0.0227
4
0.3%
0.0239
17
1.1%
0.026
20
1.3%
0.0293
18
1.2%
0.0332
14
0.9%
0.04195
18
1.2%
0.0435
5
0.3%
0.0479
20
1.3%
0.0486
11
0.7%
0.0518
2
0.1%
0.0602
8
0.5%
0.0608666999999999
17
1.1%
LARGEST VALUES
0.3293
16
1.0%
0.1792
18
1.2%
0.1749
18
1.2%
0.16395
1
<0.1%
0.1604
12
0.8%
0.1518
12
0.8%
0.14
14
0.9%
0.1287
20
1.3%
0.12494
4
0.3%
0.124
20
1.3%
0.1188
18
1.2%
0.114625
18
1.2%
0.1129
18
1.2%
0.1076
17
1.1%
0.1071829999999999
18
1.2%
feature_29
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_30
0.77
feature_31
0.65
feature_28
0.47
feature_26
0.31
feature_32
0.31
feature_6
0.25
feature_16
0.24
feature_21
0.21
feature_27
0.16
feature_56
0.16
feature_20
-0.15
feature_36
-0.13
feature_18
-0.12
feature_42
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.23
feature_1
0.22
feature_2
0.20
feature_7
0.20
feature_8
0.19
feature_5
0.12
feature_14
0.12
feature_13
0.11
feature_11
0.08
feature_3
0.05
feature_4
0.05
feature_9
0.04
feature_10
0.03
feature_12
0.03
MOST FREQUENT VALUES
0.0
100
6.5%
0.1147
35
2.3%
0.0635
33
2.2%
0.0331
20
1.3%
0.026
20
1.3%
0.0711
20
1.3%
0.1419
20
1.3%
0.07185
20
1.3%
0.0992666999999999
20
1.3%
0.04445
20
1.3%
0.09475
20
1.3%
0.0697
20
1.3%
0.0613
20
1.3%
0.0722
20
1.3%
0.092
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.0116
18
1.2%
0.0163
17
1.1%
0.017
4
0.3%
0.0193
18
1.2%
0.0228
16
1.0%
0.026
20
1.3%
0.03005
18
1.2%
0.0331
20
1.3%
0.0375
11
0.7%
0.04195
18
1.2%
0.042
2
0.1%
0.04445
20
1.3%
0.0473
14
0.9%
0.0498
18
1.2%
LARGEST VALUES
0.2737
18
1.2%
0.2153
18
1.2%
0.1691
4
0.3%
0.1574
18
1.2%
0.14615
1
<0.1%
0.1439
13
0.9%
0.1419
20
1.3%
0.13805
15
1.0%
0.1285
18
1.2%
0.1174
18
1.2%
0.1147
35
2.3%
0.1136
18
1.2%
0.10835
15
1.0%
0.1077
16
1.0%
0.106233
7
0.5%
feature_30
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_29
0.77
feature_31
0.70
feature_32
0.63
feature_33
0.44
feature_28
0.42
feature_26
0.34
feature_6
0.30
feature_27
0.23
feature_16
0.20
feature_37
0.17
feature_21
0.16
feature_20
-0.15
feature_25
0.13
feature_46
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.29
feature_7
0.28
feature_8
0.24
feature_1
0.23
feature_2
0.20
feature_3
0.14
feature_4
0.14
feature_14
0.11
feature_5
0.09
feature_10
0.07
feature_61
0.06
feature_15
0.05
feature_9
0.04
feature_13
0.04
MOST FREQUENT VALUES
0.0
100
6.5%
0.1063
35
2.3%
0.0473
33
2.2%
0.0398
20
1.3%
0.026
20
1.3%
0.0603
20
1.3%
0.1061
20
1.3%
0.0608
20
1.3%
0.0891222
20
1.3%
0.0407
20
1.3%
0.0707
20
1.3%
0.0751
20
1.3%
0.0494
20
1.3%
0.0838
20
1.3%
0.06655
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.0104
18
1.2%
0.0182
4
0.3%
0.0184
18
1.2%
0.0221
17
1.1%
0.0237
16
1.0%
0.026
20
1.3%
0.03125
18
1.2%
0.0324
14
0.9%
0.0337
11
0.7%
0.0365
18
1.2%
0.0371333
17
1.1%
0.0391
12
0.8%
0.0398
20
1.3%
0.0407
20
1.3%
LARGEST VALUES
0.16015
1
<0.1%
0.1589
18
1.2%
0.12985
18
1.2%
0.1211
2
0.1%
0.1125
4
0.3%
0.11075
18
1.2%
0.10695
16
1.0%
0.10665
15
1.0%
0.1063
35
2.3%
0.1061
20
1.3%
0.1054
4
0.3%
0.1036
18
1.2%
0.0976
18
1.2%
0.0968
18
1.2%
0.09575
16
1.0%
feature_31
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_30
0.70
feature_29
0.65
feature_32
0.60
feature_28
0.49
feature_33
0.42
feature_16
0.37
feature_26
0.37
feature_21
0.32
feature_6
0.32
feature_27
0.23
search_id
-0.23
feature_34
-0.17
feature_72
-0.17
feature_71
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.41
feature_7
0.27
feature_8
0.26
feature_1
0.23
feature_11
0.18
feature_2
0.14
feature_13
0.09
feature_3
0.08
feature_4
0.08
feature_61
0.07
feature_9
0.06
feature_5
0.05
feature_10
0.05
feature_15
0.04
MOST FREQUENT VALUES
0.0
100
6.5%
0.0556
36
2.4%
0.0973
35
2.3%
0.0787
34
2.2%
0.0362
33
2.2%
0.01
20
1.3%
0.0384
20
1.3%
0.0567
20
1.3%
0.0766
20
1.3%
0.0685667
20
1.3%
0.08035
20
1.3%
0.0322
20
1.3%
0.068
20
1.3%
0.0453
20
1.3%
0.0327
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.01
20
1.3%
0.0108
18
1.2%
0.0126
4
0.3%
0.0133
18
1.2%
0.0179
16
1.0%
0.024
14
0.9%
0.0244
17
1.1%
0.0315
18
1.2%
0.0322
20
1.3%
0.0327
20
1.3%
0.033
12
0.8%
0.0362
33
2.2%
0.0363
11
0.7%
0.0383
1
<0.1%
LARGEST VALUES
0.1835
18
1.2%
0.1095
18
1.2%
0.1056
13
0.9%
0.1028
20
1.3%
0.1004
4
0.3%
0.0973
35
2.3%
0.0919
2
0.1%
0.0915
15
1.0%
0.0896
16
1.0%
0.0885333
14
0.9%
0.0869
18
1.2%
0.0856
4
0.3%
0.0845
18
1.2%
0.08335
16
1.0%
0.0826
18
1.2%
feature_32
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_33
0.71
feature_30
0.63
feature_31
0.60
feature_27
0.37
feature_29
0.31
feature_28
0.25
feature_26
0.22
feature_50
-0.21
feature_6
0.20
feature_25
0.20
feature_72
-0.19
feature_46
-0.18
feature_71
-0.16
feature_16
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.25
feature_23
0.24
feature_8
0.24
feature_2
0.22
feature_1
0.20
feature_14
0.17
feature_3
0.17
feature_4
0.17
feature_10
0.12
feature_61
0.07
feature_5
0.07
feature_12
0.05
feature_13
0.04
target
0.01
MOST FREQUENT VALUES
0.0
100
6.5%
0.0812
35
2.3%
0.01
34
2.2%
0.0419
33
2.2%
0.026
20
1.3%
0.052
20
1.3%
0.0328
20
1.3%
0.0867
20
1.3%
0.0830111
20
1.3%
0.0301
20
1.3%
0.06865
20
1.3%
0.1132
20
1.3%
0.0737
20
1.3%
0.0912
20
1.3%
0.05275
20
1.3%
SMALLEST VALUES
0.0
100
6.5%
0.01
34
2.2%
0.0113
18
1.2%
0.0122
18
1.2%
0.0125
14
0.9%
0.0143
4
0.3%
0.0143333
17
1.1%
0.017275
15
1.0%
0.0193
17
1.1%
0.0234
11
0.7%
0.026
20
1.3%
0.0262
12
0.8%
0.02715
18
1.2%
0.0294
12
0.8%
0.0301
20
1.3%
LARGEST VALUES
0.1506
14
0.9%
0.1132
20
1.3%
0.1117
15
1.0%
0.1096
18
1.2%
0.0968
5
0.3%
0.0928
17
1.1%
0.09245
18
1.2%
0.0916833
14
0.9%
0.0912
20
1.3%
0.09003
13
0.9%
0.08965
1
<0.1%
0.0885
18
1.2%
0.0878
18
1.2%
0.0867
20
1.3%
0.0834
8
0.5%
feature_33
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_32
0.71
feature_30
0.44
feature_31
0.42
feature_27
0.23
feature_18
0.17
feature_28
0.16
feature_26
0.14
feature_72
-0.13
feature_21
0.13
feature_50
-0.12
feature_24
-0.12
feature_6
0.11
feature_68
-0.11
feature_25
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.35
feature_23
0.24
feature_8
0.23
feature_2
0.22
feature_14
0.18
feature_5
0.14
feature_1
0.13
feature_3
0.09
feature_4
0.09
feature_61
0.08
feature_10
0.07
feature_9
0.02
feature_11
0.02
feature_12
0.02
MOST FREQUENT VALUES
0.01
272
17.8%
0.0
100
6.5%
0.0727
35
2.3%
0.0503
33
2.2%
0.0891
20
1.3%
0.07995
20
1.3%
0.05835
20
1.3%
0.1023
20
1.3%
0.0748443999999999
20
1.3%
0.04955
20
1.3%
0.026
20
1.3%
0.0774
20
1.3%
0.0477
20
1.3%
0.0417
20
1.3%
0.1326
19
1.2%
SMALLEST VALUES
0.0
100
6.5%
0.01
272
17.8%
0.0135
18
1.2%
0.0196
18
1.2%
0.026
20
1.3%
0.02805
18
1.2%
0.034
18
1.2%
0.038
8
0.5%
0.0388
18
1.2%
0.0393
18
1.2%
0.0412
1
<0.1%
0.0417
20
1.3%
0.0455
16
1.0%
0.0466
14
0.9%
0.0471
18
1.2%
LARGEST VALUES
0.2104
18
1.2%
0.1779
15
1.0%
0.1691
18
1.2%
0.16845
18
1.2%
0.1326
19
1.2%
0.13025
14
0.9%
0.1277
15
1.0%
0.1248
18
1.2%
0.1217
15
1.0%
0.1204799999999999
18
1.2%
0.115617
18
1.2%
0.1034
18
1.2%
0.1029
5
0.3%
0.1023
20
1.3%
0.10164
15
1.0%
feature_34
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_38
0.64
feature_35
0.60
feature_36
0.47
feature_16
0.29
feature_78
-0.25
feature_77
-0.23
feature_37
0.20
feature_31
-0.17
feature_17
-0.16
feature_21
0.15
feature_18
-0.14
feature_25
0.14
feature_22
0.12
feature_45
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.38
feature_8
0.32
feature_2
0.28
feature_7
0.20
feature_14
0.12
feature_61
0.11
feature_1
0.10
feature_13
0.09
feature_12
0.09
feature_10
0.08
feature_3
0.08
feature_4
0.08
feature_11
0.05
feature_5
0.05
MOST FREQUENT VALUES
0.0
434
28.4%
0.4631399999999999
20
1.3%
0.33534
20
1.3%
0.43714
20
1.3%
0.40335
20
1.3%
0.2452099999999999
20
1.3%
0.5543399999999999
20
1.3%
0.3189
20
1.3%
0.27386
20
1.3%
0.43798
20
1.3%
0.4564399999999999
20
1.3%
0.23355
20
1.3%
0.22386
19
1.2%
0.5181899999999999
19
1.2%
0.14072
18
1.2%
SMALLEST VALUES
0.0
434
28.4%
0.0933
18
1.2%
0.1005
4
0.3%
0.13389
4
0.3%
0.14072
18
1.2%
0.1644
13
0.9%
0.18257
18
1.2%
0.19245
16
1.0%
0.20152
15
1.0%
0.21483
18
1.2%
0.22361
18
1.2%
0.22386
19
1.2%
0.23215
16
1.0%
0.23355
20
1.3%
0.23489
2
0.1%
LARGEST VALUES
0.6742
18
1.2%
0.6511899999999999
18
1.2%
0.60945
17
1.1%
0.57422
11
0.7%
0.5543399999999999
20
1.3%
0.5392100000000001
18
1.2%
0.53452
18
1.2%
0.52462
7
0.5%
0.51967
5
0.3%
0.5181899999999999
19
1.2%
0.50474
17
1.1%
0.5
4
0.3%
0.48003
18
1.2%
0.4780899999999999
18
1.2%
0.4666
18
1.2%
feature_35
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_34
0.60
feature_36
0.52
feature_38
0.41
feature_18
-0.27
feature_16
0.26
feature_27
0.25
feature_78
-0.18
feature_77
-0.18
feature_28
0.17
feature_26
0.16
feature_21
0.14
feature_24
0.14
feature_45
0.12
feature_25
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.36
feature_7
0.34
feature_23
0.31
feature_2
0.20
feature_5
0.13
feature_14
0.11
feature_61
0.11
feature_1
0.10
feature_15
0.05
feature_11
0.05
target
0.02
feature_12
0.02
feature_3
0.01
feature_4
0.01
MOST FREQUENT VALUES
0.0
769
50.3%
0.2294199999999999
54
3.5%
0.57735
38
2.5%
0.31623
35
2.3%
0.3997199999999999
20
1.3%
0.4913
20
1.3%
0.40024
20
1.3%
0.2
20
1.3%
0.3429999999999999
20
1.3%
0.44721
20
1.3%
0.36116
19
1.2%
0.55804
19
1.2%
0.41355
18
1.2%
0.24254
18
1.2%
0.48038
18
1.2%
SMALLEST VALUES
0.0
769
50.3%
0.08111
18
1.2%
0.1740799999999999
15
1.0%
0.2
20
1.3%
0.22086
18
1.2%
0.2294199999999999
54
3.5%
0.24254
18
1.2%
0.25
13
0.9%
0.2582
18
1.2%
0.27395
18
1.2%
0.27543
18
1.2%
0.30756
17
1.1%
0.31235
15
1.0%
0.31623
35
2.3%
0.32533
16
1.0%
LARGEST VALUES
0.63246
7
0.5%
0.57735
38
2.5%
0.55804
19
1.2%
0.5188699999999999
11
0.7%
0.51299
18
1.2%
0.50637
18
1.2%
0.50143
16
1.0%
0.4913
20
1.3%
0.48038
18
1.2%
0.4564399999999999
18
1.2%
0.45557
16
1.0%
0.45374
16
1.0%
0.4491699999999999
17
1.1%
0.44721
20
1.3%
0.4364399999999999
14
0.9%
feature_36
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_35
0.52
feature_34
0.47
feature_38
0.40
feature_17
-0.25
feature_78
-0.15
feature_77
-0.14
feature_45
0.14
feature_6
-0.13
feature_29
-0.13
feature_21
0.12
feature_69
-0.11
feature_72
0.11
feature_16
0.10
feature_32
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.37
feature_7
0.37
feature_8
0.27
feature_2
0.15
feature_5
0.11
feature_61
0.09
feature_1
0.08
feature_15
0.05
target
0.03
feature_11
0.03
feature_3
0.02
feature_4
0.02
feature_12
0.02
feature_14
0.01
MOST FREQUENT VALUES
0.0
1,095
71.6%
0.31623
34
2.2%
0.30151
23
1.5%
0.41703
20
1.3%
0.39223
20
1.3%
0.54433
20
1.3%
0.40269
20
1.3%
0.35355
19
1.2%
0.46291
18
1.2%
0.30861
18
1.2%
0.2
18
1.2%
0.27735
18
1.2%
0.8165
18
1.2%
0.64169
18
1.2%
0.36515
18
1.2%
SMALLEST VALUES
0.0
1,095
71.6%
0.2
18
1.2%
0.22361
15
1.0%
0.24495
16
1.0%
0.27735
18
1.2%
0.30151
23
1.5%
0.30619
15
1.0%
0.30861
18
1.2%
0.31623
34
2.2%
0.33333
7
0.5%
0.35355
19
1.2%
0.36515
18
1.2%
0.39223
20
1.3%
0.40269
20
1.3%
0.41703
20
1.3%
LARGEST VALUES
0.89443
7
0.5%
0.8165
18
1.2%
0.79057
11
0.7%
0.75593
18
1.2%
0.70711
16
1.0%
0.65465
14
0.9%
0.64169
18
1.2%
0.5535800000000001
17
1.1%
0.54433
20
1.3%
0.46291
18
1.2%
0.44721
16
1.0%
0.41703
20
1.3%
0.40269
20
1.3%
0.39223
20
1.3%
0.36515
18
1.2%
feature_37
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_50
-0.22
feature_46
-0.21
feature_34
0.20
feature_18
0.20
feature_38
-0.18
feature_22
0.17
feature_30
0.17
feature_44
-0.16
feature_62
-0.16
feature_76
-0.14
feature_70
-0.13
feature_43
-0.13
feature_52
-0.12
feature_55
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.49
feature_7
0.48
feature_23
0.41
feature_2
0.32
feature_1
0.18
feature_3
0.15
feature_4
0.15
feature_14
0.14
feature_9
0.10
feature_5
0.07
feature_61
0.06
feature_11
0.05
feature_13
0.05
feature_10
0.03
MOST FREQUENT VALUES
0.0
485
31.7%
1.0
54
3.5%
0.875
22
1.4%
0.1675299999999999
20
1.3%
0.32253
20
1.3%
0.50383
20
1.3%
0.33175
20
1.3%
0.7699600000000001
20
1.3%
0.18929
20
1.3%
0.37037
20
1.3%
0.2277699999999999
20
1.3%
0.33929
20
1.3%
0.39259
20
1.3%
0.9463
19
1.2%
0.15382
19
1.2%
SMALLEST VALUES
0.0
485
31.7%
0.00207
18
1.2%
0.00719
4
0.3%
0.01546
16
1.0%
0.02875
18
1.2%
0.03033
16
1.0%
0.03967
18
1.2%
0.04119
14
0.9%
0.06522
18
1.2%
0.06992
18
1.2%
0.08166
7
0.5%
0.08997
16
1.0%
0.09494
18
1.2%
0.09923
17
1.1%
0.10417
18
1.2%
LARGEST VALUES
1.0
54
3.5%
0.98126
15
1.0%
0.95484
2
0.1%
0.9463
19
1.2%
0.9302
7
0.5%
0.92513
16
1.0%
0.92424
18
1.2%
0.8927
4
0.3%
0.875
22
1.4%
0.7749
18
1.2%
0.7699600000000001
20
1.3%
0.68374
5
0.3%
0.67857
16
1.0%
0.60801
18
1.2%
0.56694
11
0.7%
feature_38
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_34
0.64
feature_35
0.41
feature_36
0.40
feature_16
0.28
feature_17
-0.22
feature_25
0.21
feature_21
0.18
feature_37
-0.18
feature_70
0.17
feature_72
0.14
feature_18
-0.13
search_id
-0.12
feature_78
-0.12
feature_77
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.37
feature_8
0.29
feature_7
0.25
feature_2
0.16
feature_61
0.15
feature_5
0.13
feature_14
0.13
feature_13
0.10
feature_1
0.06
feature_12
0.06
feature_11
0.05
feature_3
0.04
feature_4
0.04
target
0.04
MOST FREQUENT VALUES
0.0
932
61.0%
0.38652
20
1.3%
0.40546
20
1.3%
0.39548
20
1.3%
0.23117
20
1.3%
0.2055699999999999
20
1.3%
0.23634
20
1.3%
0.30124
19
1.2%
0.39069
18
1.2%
0.23843
18
1.2%
0.20773
18
1.2%
0.26864
18
1.2%
0.2128699999999999
18
1.2%
0.31475
18
1.2%
0.27501
18
1.2%
SMALLEST VALUES
0.0
932
61.0%
0.2055699999999999
20
1.3%
0.20773
18
1.2%
0.2128699999999999
18
1.2%
0.23117
20
1.3%
0.23634
20
1.3%
0.23843
18
1.2%
0.2394599999999999
15
1.0%
0.2545199999999999
17
1.1%
0.25783
15
1.0%
0.26118
18
1.2%
0.26864
18
1.2%
0.27501
18
1.2%
0.28239
7
0.5%
0.2999699999999999
13
0.9%
LARGEST VALUES
0.6157100000000001
18
1.2%
0.56698
18
1.2%
0.54108
17
1.1%
0.46831
17
1.1%
0.4414399999999999
18
1.2%
0.44105
16
1.0%
0.4314
17
1.1%
0.41723
18
1.2%
0.41034
16
1.0%
0.40546
20
1.3%
0.39548
20
1.3%
0.39069
18
1.2%
0.38652
20
1.3%
0.3855699999999999
1
<0.1%
0.3557599999999999
14
0.9%
feature_39
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_41
0.73
feature_53
0.61
feature_62
0.59
feature_63
0.58
feature_65
0.55
feature_50
0.54
feature_55
0.51
feature_42
0.50
feature_76
0.50
feature_52
0.49
feature_64
0.47
feature_40
0.45
feature_54
0.44
feature_70
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.19
feature_10
0.18
feature_5
0.14
feature_8
0.11
feature_2
0.10
feature_23
0.10
feature_14
0.10
feature_61
0.07
feature_13
0.06
feature_3
0.04
feature_4
0.04
feature_11
0.03
feature_9
0.03
feature_12
0.03
MOST FREQUENT VALUES
0.0
514
33.6%
0.129099
3
0.2%
0.109109
3
0.2%
0.089087
3
0.2%
0.1203859999999999
3
0.2%
0.0839179999999999
3
0.2%
0.107417
3
0.2%
0.132453
3
0.2%
0.089803
3
0.2%
0.083333
3
0.2%
0.086711
3
0.2%
0.1373609999999999
3
0.2%
0.147442
2
0.1%
0.063119
2
0.1%
0.0969759999999999
2
0.1%
SMALLEST VALUES
0.0
514
33.6%
0.0384329999999999
1
<0.1%
0.039223
1
<0.1%
0.040996
1
<0.1%
0.041559
1
<0.1%
0.0436019999999999
1
<0.1%
0.044108
1
<0.1%
0.044992
1
<0.1%
0.046176
1
<0.1%
0.047458
1
<0.1%
0.047782
1
<0.1%
0.049207
1
<0.1%
0.0500629999999999
1
<0.1%
0.050125
1
<0.1%
0.051791
1
<0.1%
LARGEST VALUES
0.492027
1
<0.1%
0.303773
1
<0.1%
0.303637
1
<0.1%
0.301178
1
<0.1%
0.2852699999999999
1
<0.1%
0.282885
1
<0.1%
0.2823969999999999
1
<0.1%
0.280471
1
<0.1%
0.27563
1
<0.1%
0.2738239999999999
1
<0.1%
0.26975
1
<0.1%
0.26884
1
<0.1%
0.260966
1
<0.1%
0.259581
1
<0.1%
0.257614
1
<0.1%
feature_40
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_48
0.48
feature_76
0.46
feature_64
0.45
feature_39
0.45
feature_62
0.42
feature_41
0.42
feature_42
0.38
feature_46
0.36
feature_50
0.35
feature_65
0.32
feature_52
0.32
feature_63
0.31
feature_53
0.29
feature_55
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.15
feature_8
0.13
feature_7
0.11
feature_5
0.11
feature_2
0.08
feature_61
0.07
target
0.05
feature_1
0.05
feature_13
0.04
feature_12
0.04
feature_10
0.04
feature_15
0.02
feature_9
0.02
feature_14
0.02
MOST FREQUENT VALUES
0.0
1,142
74.7%
0.155118
2
0.1%
0.189934
2
0.1%
0.196494
2
0.1%
0.309255
1
<0.1%
0.222131
1
<0.1%
0.180383
1
<0.1%
0.153213
1
<0.1%
0.18509
1
<0.1%
0.492267
1
<0.1%
0.091682
1
<0.1%
0.145542
1
<0.1%
0.205731
1
<0.1%
0.143847
1
<0.1%
0.142163
1
<0.1%
SMALLEST VALUES
0.0
1,142
74.7%
0.026226
1
<0.1%
0.047019
1
<0.1%
0.047847
1
<0.1%
0.049293
1
<0.1%
0.051761
1
<0.1%
0.053443
1
<0.1%
0.054258
1
<0.1%
0.0544669999999999
1
<0.1%
0.054685
1
<0.1%
0.057021
1
<0.1%
0.0577429999999999
1
<0.1%
0.058987
1
<0.1%
0.061144
1
<0.1%
0.063864
1
<0.1%
LARGEST VALUES
0.964514
1
<0.1%
0.808349
1
<0.1%
0.596196
1
<0.1%
0.596148
1
<0.1%
0.564076
1
<0.1%
0.554871
1
<0.1%
0.540738
1
<0.1%
0.5314939999999999
1
<0.1%
0.519034
1
<0.1%
0.4950739999999999
1
<0.1%
0.492267
1
<0.1%
0.4776
1
<0.1%
0.434489
1
<0.1%
0.429141
1
<0.1%
0.416667
1
<0.1%
feature_41
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_39
0.73
feature_62
0.59
feature_65
0.57
feature_76
0.56
feature_63
0.51
feature_64
0.50
feature_42
0.50
feature_53
0.49
feature_55
0.46
feature_50
0.46
feature_48
0.45
feature_52
0.42
feature_40
0.42
feature_54
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
0.16
feature_61
0.14
feature_23
0.14
feature_7
0.14
feature_13
0.14
feature_5
0.12
feature_8
0.09
feature_2
0.09
feature_9
0.06
feature_14
0.06
feature_15
0.03
feature_11
0.01
feature_1
0.01
target
0.01
MOST FREQUENT VALUES
0.0
690
45.1%
0.2075139999999999
3
0.2%
0.263117
3
0.2%
0.174371
3
0.2%
0.446223
2
0.1%
0.178965
2
0.1%
0.265165
2
0.1%
0.2060409999999999
2
0.1%
1.0
2
0.1%
0.267261
2
0.1%
0.1812369999999999
2
0.1%
0.2085139999999999
2
0.1%
0.190117
2
0.1%
0.128154
2
0.1%
0.1899269999999999
2
0.1%
SMALLEST VALUES
0.0
690
45.1%
0.043542
1
<0.1%
0.048237
1
<0.1%
0.060821
1
<0.1%
0.072502
1
<0.1%
0.074674
1
<0.1%
0.0783789999999999
1
<0.1%
0.083014
1
<0.1%
0.08516
1
<0.1%
0.086102
1
<0.1%
0.0877059999999999
1
<0.1%
0.089166
1
<0.1%
0.089324
1
<0.1%
0.089964
1
<0.1%
0.090371
1
<0.1%
LARGEST VALUES
1.0
2
0.1%
0.995108
1
<0.1%
0.975841
1
<0.1%
0.941844
1
<0.1%
0.8992180000000001
1
<0.1%
0.888523
1
<0.1%
0.8577620000000001
1
<0.1%
0.8518040000000001
1
<0.1%
0.84764
1
<0.1%
0.8422930000000001
1
<0.1%
0.81639
1
<0.1%
0.811251
1
<0.1%
0.7964680000000001
1
<0.1%
0.7543989999999999
1
<0.1%
0.7521399999999999
1
<0.1%
feature_42
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_62
0.69
feature_48
0.67
feature_50
0.64
feature_76
0.64
feature_52
0.58
feature_46
0.55
feature_64
0.54
feature_39
0.50
feature_41
0.50
feature_65
0.48
feature_63
0.46
feature_53
0.45
feature_72
0.44
feature_49
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
0.21
feature_23
0.19
feature_8
0.19
feature_7
0.15
feature_5
0.15
feature_61
0.14
feature_13
0.08
feature_9
0.08
feature_11
0.06
feature_1
0.05
feature_2
0.04
feature_3
0.03
feature_4
0.03
feature_14
0.03
MOST FREQUENT VALUES
0.0
325
21.3%
1.0
3
0.2%
0.048095
2
0.1%
0.121647
2
0.1%
0.165486
2
0.1%
0.074658
2
0.1%
0.264447
1
<0.1%
0.262119
1
<0.1%
0.100398
1
<0.1%
0.0795309999999999
1
<0.1%
0.169589
1
<0.1%
0.3482099999999999
1
<0.1%
0.337649
1
<0.1%
0.094361
1
<0.1%
0.4634109999999999
1
<0.1%
SMALLEST VALUES
0.0
325
21.3%
0.002764
1
<0.1%
0.006923
1
<0.1%
0.009001
1
<0.1%
0.0137819999999999
1
<0.1%
0.014717
1
<0.1%
0.020907
1
<0.1%
0.021702
1
<0.1%
0.021789
1
<0.1%
0.022386
1
<0.1%
0.023668
1
<0.1%
0.024591
1
<0.1%
0.026186
1
<0.1%
0.026701
1
<0.1%
0.027074
1
<0.1%
LARGEST VALUES
1.0
3
0.2%
0.980747
1
<0.1%
0.908558
1
<0.1%
0.8064359999999999
1
<0.1%
0.751881
1
<0.1%
0.71907
1
<0.1%
0.687295
1
<0.1%
0.680342
1
<0.1%
0.642894
1
<0.1%
0.635666
1
<0.1%
0.630885
1
<0.1%
0.629358
1
<0.1%
0.626632
1
<0.1%
0.62569
1
<0.1%
0.625444
1
<0.1%
feature_43
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_50
0.40
feature_46
0.34
feature_62
0.32
feature_52
0.31
feature_71
0.31
feature_76
0.30
feature_72
0.29
feature_49
0.28
feature_42
0.25
feature_48
0.25
feature_41
0.25
feature_70
0.24
feature_45
-0.23
feature_65
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_13
0.29
feature_8
0.18
feature_23
0.15
feature_10
0.13
feature_12
0.12
feature_7
0.12
feature_1
0.10
feature_11
0.09
feature_61
0.07
feature_5
0.06
feature_14
0.06
feature_2
0.05
feature_3
0.03
feature_4
0.03
MOST FREQUENT VALUES
0.66
75
4.9%
0.65
72
4.7%
0.67
71
4.6%
0.0
67
4.4%
0.62
65
4.3%
0.72
64
4.2%
0.64
58
3.8%
0.7
55
3.6%
0.63
53
3.5%
0.59
51
3.3%
0.69
51
3.3%
0.61
47
3.1%
0.6
45
2.9%
0.71
43
2.8%
0.58
42
2.7%
SMALLEST VALUES
0.0
67
4.4%
0.16
1
<0.1%
0.23
1
<0.1%
0.29
1
<0.1%
0.33
1
<0.1%
0.35
1
<0.1%
0.36
5
0.3%
0.37
3
0.2%
0.38
1
<0.1%
0.39
1
<0.1%
0.4
7
0.5%
0.41
5
0.3%
0.42
14
0.9%
0.43
10
0.7%
0.44
12
0.8%
LARGEST VALUES
0.94
1
<0.1%
0.91
1
<0.1%
0.9
2
0.1%
0.89
1
<0.1%
0.88
7
0.5%
0.87
5
0.3%
0.86
4
0.3%
0.85
4
0.3%
0.84
7
0.5%
0.83
10
0.7%
0.82
11
0.7%
0.81
9
0.6%
0.8
12
0.8%
0.79
19
1.2%
0.78
27
1.8%
feature_44
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_50
0.24
feature_43
0.21
feature_6
0.20
feature_62
0.20
feature_52
0.17
feature_45
-0.17
feature_70
0.16
feature_76
0.16
feature_37
-0.16
feature_49
0.15
feature_16
0.15
feature_46
0.14
feature_26
0.13
feature_39
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_14
0.22
feature_23
0.17
feature_7
0.16
feature_10
0.12
feature_2
0.10
feature_13
0.10
feature_5
0.10
feature_12
0.09
feature_1
0.08
feature_9
0.07
feature_8
0.06
feature_61
0.06
feature_3
0.05
feature_4
0.05
MOST FREQUENT VALUES
0.0
173
11.3%
0.31
100
6.5%
0.41
90
5.9%
0.5
88
5.8%
0.21
64
4.2%
0.36
53
3.5%
0.16
52
3.4%
0.06
46
3.0%
0.3
46
3.0%
0.26
43
2.8%
0.11
42
2.7%
0.46
36
2.4%
0.2
31
2.0%
0.42
31
2.0%
0.25
28
1.8%
SMALLEST VALUES
0.0
173
11.3%
0.05
14
0.9%
0.06
46
3.0%
0.07
9
0.6%
0.08
14
0.9%
0.09
11
0.7%
0.1
19
1.2%
0.11
42
2.7%
0.12
14
0.9%
0.13
19
1.2%
0.14
7
0.5%
0.15
16
1.0%
0.16
52
3.4%
0.17
16
1.0%
0.18
25
1.6%
LARGEST VALUES
0.74
2
0.1%
0.73
1
<0.1%
0.71
3
0.2%
0.7
2
0.1%
0.69
1
<0.1%
0.67
1
<0.1%
0.66
1
<0.1%
0.65
1
<0.1%
0.63
2
0.1%
0.62
3
0.2%
0.61
3
0.2%
0.6
2
0.1%
0.58
2
0.1%
0.57
1
<0.1%
0.56
3
0.2%
feature_45
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_50
-0.47
feature_69
-0.47
feature_46
-0.43
feature_52
-0.38
feature_71
-0.38
feature_48
-0.33
feature_76
-0.33
feature_62
-0.32
feature_19
-0.29
feature_72
-0.26
feature_42
-0.25
feature_20
-0.23
feature_43
-0.23
feature_49
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.36
feature_23
0.27
feature_7
0.24
feature_5
0.24
feature_9
0.12
feature_10
0.12
feature_2
0.09
feature_11
0.08
feature_1
0.08
feature_61
0.07
feature_14
0.06
feature_3
0.06
feature_4
0.06
feature_13
0.05
MOST FREQUENT VALUES
0.96923
9
0.6%
1.0
7
0.5%
0.0
7
0.5%
0.29713
3
0.2%
0.06282
3
0.2%
0.82857
3
0.2%
0.6
3
0.2%
0.07466
3
0.2%
0.1174099999999999
3
0.2%
0.06667
3
0.2%
0.02993
2
0.1%
0.72939
2
0.1%
0.32575
2
0.1%
0.0560299999999999
2
0.1%
0.15714
2
0.1%
SMALLEST VALUES
0.0
7
0.5%
0.0015
1
<0.1%
0.00157
1
<0.1%
0.00179
1
<0.1%
0.00215
1
<0.1%
0.0025
1
<0.1%
0.00261
1
<0.1%
0.00262
1
<0.1%
0.00266
1
<0.1%
0.0026899999999999
1
<0.1%
0.00294
1
<0.1%
0.00306
1
<0.1%
0.00343
1
<0.1%
0.00344
1
<0.1%
0.00375
1
<0.1%
LARGEST VALUES
1.0
7
0.5%
0.99994
1
<0.1%
0.99965
1
<0.1%
0.998765
1
<0.1%
0.99866
1
<0.1%
0.99838
1
<0.1%
0.99778
1
<0.1%
0.99715
1
<0.1%
0.99642
1
<0.1%
0.99631
1
<0.1%
0.99494
1
<0.1%
0.99492
1
<0.1%
0.99464
2
0.1%
0.99399
1
<0.1%
0.99192
1
<0.1%
feature_46
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_50
0.81
feature_52
0.70
feature_71
0.67
feature_62
0.67
feature_72
0.61
feature_76
0.58
feature_42
0.55
feature_48
0.54
feature_49
0.50
feature_45
-0.43
feature_64
0.42
feature_70
0.40
feature_39
0.40
feature_56
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.33
feature_8
0.31
feature_7
0.19
feature_10
0.15
feature_2
0.15
feature_5
0.15
feature_11
0.09
feature_61
0.09
feature_1
0.08
feature_9
0.08
feature_13
0.07
feature_3
0.05
feature_4
0.05
feature_12
0.01
MOST FREQUENT VALUES
0.0
307
20.1%
0.414626
2
0.1%
0.765212
2
0.1%
0.5647260000000001
1
<0.1%
0.6722199999999999
1
<0.1%
0.6177779999999999
1
<0.1%
0.602667
1
<0.1%
0.454557
1
<0.1%
0.601532
1
<0.1%
0.516189
1
<0.1%
0.617239
1
<0.1%
0.767456
1
<0.1%
0.5297970000000001
1
<0.1%
0.583102
1
<0.1%
0.655655
1
<0.1%
SMALLEST VALUES
0.0
307
20.1%
0.163696
1
<0.1%
0.172033
1
<0.1%
0.174646
1
<0.1%
0.177358
1
<0.1%
0.1783809999999999
1
<0.1%
0.185846
1
<0.1%
0.189185
1
<0.1%
0.192058
1
<0.1%
0.1921109999999999
1
<0.1%
0.19299
1
<0.1%
0.200129
1
<0.1%
0.2075409999999999
1
<0.1%
0.208735
1
<0.1%
0.208756
1
<0.1%
LARGEST VALUES
0.887813
1
<0.1%
0.881143
1
<0.1%
0.880056
1
<0.1%
0.8742719999999999
1
<0.1%
0.862252
1
<0.1%
0.857569
1
<0.1%
0.854671
1
<0.1%
0.853691
1
<0.1%
0.849464
1
<0.1%
0.848826
1
<0.1%
0.844189
1
<0.1%
0.8432930000000001
1
<0.1%
0.838259
1
<0.1%
0.8379969999999999
1
<0.1%
0.837918
1
<0.1%
feature_47
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_52
0.29
feature_46
0.23
feature_42
0.19
feature_50
0.18
feature_70
0.17
feature_72
0.15
feature_49
0.14
feature_39
0.14
feature_67
0.12
feature_71
0.11
feature_62
0.11
feature_37
-0.11
feature_68
0.11
feature_29
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.09
feature_2
0.08
feature_7
0.08
target
0.07
feature_23
0.05
feature_5
0.05
feature_9
0.04
feature_1
0.03
feature_61
0.03
feature_14
0.02
feature_12
0.02
feature_3
0.02
feature_4
0.02
feature_15
0.01
MOST FREQUENT VALUES
0.0
556
36.4%
0.006808
2
0.1%
0.016171
2
0.1%
0.0054789999999999
2
0.1%
0.014241
2
0.1%
0.006797
2
0.1%
0.016611
2
0.1%
0.001434
2
0.1%
0.0133199999999999
2
0.1%
0.001465
2
0.1%
0.003463
2
0.1%
0.022379
2
0.1%
0.03893
2
0.1%
0.020568
2
0.1%
0.013056
2
0.1%
SMALLEST VALUES
0.0
556
36.4%
0.000415
1
<0.1%
0.000715
1
<0.1%
0.000755
1
<0.1%
0.0008619999999999
1
<0.1%
0.00091
1
<0.1%
0.000932
1
<0.1%
0.000935
1
<0.1%
0.000973
1
<0.1%
0.000997
1
<0.1%
0.001004
1
<0.1%
0.001101
1
<0.1%
0.001117
1
<0.1%
0.001202
1
<0.1%
0.001239
1
<0.1%
LARGEST VALUES
0.309844
1
<0.1%
0.301967
1
<0.1%
0.241782
1
<0.1%
0.216096
1
<0.1%
0.194193
1
<0.1%
0.192484
1
<0.1%
0.179645
1
<0.1%
0.173577
1
<0.1%
0.167302
1
<0.1%
0.158984
1
<0.1%
0.156543
1
<0.1%
0.152521
1
<0.1%
0.15118
1
<0.1%
0.144308
1
<0.1%
0.144228
1
<0.1%
feature_48
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_76
0.85
feature_62
0.75
feature_42
0.67
feature_50
0.59
feature_64
0.58
feature_46
0.54
feature_52
0.53
feature_40
0.48
feature_41
0.45
feature_71
0.45
feature_68
0.44
feature_39
0.42
feature_72
0.42
feature_65
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.25
feature_8
0.22
feature_10
0.21
feature_7
0.20
feature_5
0.19
feature_61
0.16
feature_13
0.13
feature_2
0.12
feature_1
0.07
feature_12
0.06
feature_9
0.05
feature_11
0.04
target
0.03
feature_14
0.01
MOST FREQUENT VALUES
0.0
706
46.2%
0.009378
6
0.4%
0.0118819999999999
3
0.2%
0.009192
2
0.1%
0.019939
2
0.1%
0.0528029999999999
2
0.1%
0.005378
2
0.1%
0.009809
2
0.1%
0.107154
2
0.1%
0.2378469999999999
2
0.1%
0.0608059999999999
1
<0.1%
0.24638
1
<0.1%
0.162003
1
<0.1%
0.204316
1
<0.1%
0.280382
1
<0.1%
SMALLEST VALUES
0.0
706
46.2%
0.003929
1
<0.1%
0.005378
2
0.1%
0.005919
1
<0.1%
0.0060149999999999
1
<0.1%
0.0064819999999999
1
<0.1%
0.006519
1
<0.1%
0.006626
1
<0.1%
0.006769
1
<0.1%
0.006933
1
<0.1%
0.007911
1
<0.1%
0.008361
1
<0.1%
0.008668
1
<0.1%
0.008676
1
<0.1%
0.008841
1
<0.1%
LARGEST VALUES
0.508437
1
<0.1%
0.471751
1
<0.1%
0.454612
1
<0.1%
0.4407
1
<0.1%
0.432832
1
<0.1%
0.416242
1
<0.1%
0.412143
1
<0.1%
0.412116
1
<0.1%
0.399987
1
<0.1%
0.38995
1
<0.1%
0.388943
1
<0.1%
0.384756
1
<0.1%
0.382261
1
<0.1%
0.380924
1
<0.1%
0.379278
1
<0.1%
feature_49
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_70
0.53
feature_50
0.52
feature_46
0.50
feature_71
0.49
feature_52
0.48
feature_62
0.48
feature_42
0.44
feature_72
0.43
feature_76
0.41
feature_48
0.36
feature_39
0.36
feature_41
0.31
feature_64
0.30
feature_65
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.23
feature_7
0.22
feature_10
0.21
feature_8
0.19
feature_5
0.13
feature_11
0.12
feature_2
0.11
feature_13
0.09
feature_1
0.09
feature_61
0.06
feature_12
0.04
target
0.02
feature_9
0.02
feature_3
0.02
MOST FREQUENT VALUES
0.0
111
7.3%
0.674615
2
0.1%
0.59807
2
0.1%
0.642242
2
0.1%
0.58619
2
0.1%
0.563408
2
0.1%
0.594291
2
0.1%
0.612074
2
0.1%
0.467377
1
<0.1%
0.5752390000000001
1
<0.1%
0.469718
1
<0.1%
0.593352
1
<0.1%
0.567248
1
<0.1%
0.581337
1
<0.1%
0.7346689999999999
1
<0.1%
SMALLEST VALUES
0.0
111
7.3%
0.199627
1
<0.1%
0.2655369999999999
1
<0.1%
0.2706389999999999
1
<0.1%
0.2724789999999999
1
<0.1%
0.293964
1
<0.1%
0.297303
1
<0.1%
0.305742
1
<0.1%
0.311655
1
<0.1%
0.322509
1
<0.1%
0.339094
1
<0.1%
0.342685
1
<0.1%
0.34576
1
<0.1%
0.365201
1
<0.1%
0.3659969999999999
1
<0.1%
LARGEST VALUES
0.748757
1
<0.1%
0.74229
1
<0.1%
0.7346689999999999
1
<0.1%
0.733761
1
<0.1%
0.72947
1
<0.1%
0.724362
1
<0.1%
0.7231420000000001
1
<0.1%
0.71933
1
<0.1%
0.718692
1
<0.1%
0.717072
1
<0.1%
0.7169270000000001
1
<0.1%
0.714955
1
<0.1%
0.7137180000000001
1
<0.1%
0.713646
1
<0.1%
0.713601
1
<0.1%
feature_50
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_46
0.81
feature_62
0.76
feature_52
0.70
feature_76
0.66
feature_42
0.64
feature_48
0.59
feature_71
0.55
feature_39
0.54
feature_72
0.53
feature_49
0.52
feature_70
0.48
feature_45
-0.47
feature_41
0.46
feature_65
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.26
feature_8
0.26
feature_7
0.25
feature_10
0.25
feature_5
0.22
feature_14
0.20
feature_2
0.12
feature_13
0.10
feature_3
0.10
feature_4
0.10
feature_61
0.08
feature_11
0.07
feature_1
0.07
feature_9
0.05
MOST FREQUENT VALUES
0.0
7
0.5%
0.561497
2
0.1%
0.634896
2
0.1%
0.2659829999999999
1
<0.1%
0.245773
1
<0.1%
0.519419
1
<0.1%
0.630109
1
<0.1%
0.469666
1
<0.1%
0.608403
1
<0.1%
0.49013
1
<0.1%
0.602482
1
<0.1%
0.596111
1
<0.1%
0.457601
1
<0.1%
0.172209
1
<0.1%
0.14447
1
<0.1%
SMALLEST VALUES
0.0
7
0.5%
0.045012
1
<0.1%
0.046767
1
<0.1%
0.047742
1
<0.1%
0.050123
1
<0.1%
0.052257
1
<0.1%
0.05773
1
<0.1%
0.058036
1
<0.1%
0.058363
1
<0.1%
0.05891
1
<0.1%
0.062165
1
<0.1%
0.065107
1
<0.1%
0.065693
1
<0.1%
0.067006
1
<0.1%
0.067038
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.967461
1
<0.1%
0.955831
1
<0.1%
0.944679
1
<0.1%
0.938613
1
<0.1%
0.935742
1
<0.1%
0.926488
1
<0.1%
0.915685
1
<0.1%
0.910371
1
<0.1%
0.905422
1
<0.1%
0.889941
1
<0.1%
0.882917
1
<0.1%
0.8809549999999999
1
<0.1%
0.873877
1
<0.1%
0.871549
1
<0.1%
feature_51
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_62
0.23
feature_50
0.23
feature_67
0.21
feature_39
0.20
feature_48
0.20
feature_76
0.20
feature_42
0.19
feature_70
0.19
feature_41
0.17
feature_49
0.15
feature_52
0.14
feature_66
0.11
feature_72
0.11
feature_44
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_5
0.11
feature_14
0.07
feature_8
0.06
feature_23
0.04
feature_2
0.04
feature_7
0.04
feature_10
0.04
feature_61
0.03
feature_3
0.02
feature_4
0.02
target
0.02
feature_9
0.01
feature_1
0.01
feature_11
0.01
MOST FREQUENT VALUES
0.043065
46
3.0%
0.043588
37
2.4%
0.047892
31
2.0%
0.0400089999999999
25
1.6%
0.0344709999999999
24
1.6%
0.035987
24
1.6%
0.037769
21
1.4%
0.060683
20
1.3%
0.0603929999999999
19
1.2%
0.03398
19
1.2%
0.0501389999999999
18
1.2%
0.033416
17
1.1%
0.047319
16
1.0%
0.039304
16
1.0%
0.044137
15
1.0%
SMALLEST VALUES
0.0
11
0.7%
0.031685
4
0.3%
0.0323839999999999
3
0.2%
0.032475
2
0.1%
0.032669
5
0.3%
0.03268
2
0.1%
0.032907
2
0.1%
0.033138
2
0.1%
0.033366
1
<0.1%
0.033416
17
1.1%
0.033455
1
<0.1%
0.033886
1
<0.1%
0.033899
2
0.1%
0.0339589999999999
1
<0.1%
0.03398
19
1.2%
LARGEST VALUES
0.8255469999999999
1
<0.1%
0.816092
1
<0.1%
0.24213
1
<0.1%
0.20304
1
<0.1%
0.197122
1
<0.1%
0.107324
1
<0.1%
0.10335
1
<0.1%
0.080983
1
<0.1%
0.080823
4
0.3%
0.077963
3
0.2%
0.07687
1
<0.1%
0.075863
4
0.3%
0.075125
6
0.4%
0.073095
4
0.3%
0.072919
10
0.7%
feature_52
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_62
0.73
feature_46
0.70
feature_50
0.70
feature_76
0.63
feature_42
0.58
feature_71
0.54
feature_48
0.53
feature_72
0.51
feature_39
0.49
feature_49
0.48
feature_56
0.42
feature_41
0.42
feature_70
0.42
feature_65
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.26
feature_10
0.23
feature_8
0.21
feature_7
0.19
feature_5
0.17
feature_2
0.12
feature_61
0.09
feature_13
0.07
feature_11
0.05
feature_9
0.04
feature_1
0.04
feature_3
0.02
feature_4
0.02
feature_12
0.01
MOST FREQUENT VALUES
0.0
549
35.9%
0.022755
210
13.7%
0.022783
177
11.6%
0.022923
111
7.3%
0.023021
96
6.3%
0.022779
81
5.3%
0.022908
67
4.4%
0.022899
46
3.0%
0.022784
45
2.9%
0.022896
32
2.1%
0.0229669999999999
25
1.6%
0.023029
13
0.9%
0.022846
11
0.7%
0.023243
10
0.7%
0.023218
10
0.7%
SMALLEST VALUES
0.0
549
35.9%
0.018237
1
<0.1%
0.022755
210
13.7%
0.022779
81
5.3%
0.022783
177
11.6%
0.022784
45
2.9%
0.022835
4
0.3%
0.022846
11
0.7%
0.022851
8
0.5%
0.022865
4
0.3%
0.022889
3
0.2%
0.022892
1
<0.1%
0.022896
32
2.1%
0.022899
46
3.0%
0.022908
67
4.4%
LARGEST VALUES
0.023424
1
<0.1%
0.023375
2
0.1%
0.0232789999999999
3
0.2%
0.023243
10
0.7%
0.023218
10
0.7%
0.023131
2
0.1%
0.023124
1
<0.1%
0.023107
1
<0.1%
0.023097
4
0.3%
0.023073
4
0.3%
0.023062
2
0.1%
0.023029
13
0.9%
0.023021
96
6.3%
0.023008
1
<0.1%
0.0229669999999999
25
1.6%
feature_53
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_63
0.94
feature_65
0.89
feature_55
0.89
feature_54
0.75
feature_64
0.69
feature_39
0.61
feature_41
0.49
feature_62
0.46
feature_42
0.45
feature_50
0.39
feature_52
0.38
feature_76
0.37
feature_70
0.35
feature_48
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.19
feature_10
0.14
feature_23
0.13
feature_2
0.09
feature_8
0.08
feature_61
0.08
feature_5
0.07
feature_1
0.06
feature_3
0.05
feature_4
0.05
feature_9
0.05
feature_13
0.04
feature_14
0.03
feature_11
0.03
MOST FREQUENT VALUES
0.0
644
42.1%
0.3819659999999999
2
0.1%
0.257817
2
0.1%
0.447131
1
<0.1%
0.272113
1
<0.1%
0.4935989999999999
1
<0.1%
0.3760159999999999
1
<0.1%
0.271517
1
<0.1%
0.391644
1
<0.1%
0.390348
1
<0.1%
0.262922
1
<0.1%
0.429201
1
<0.1%
0.316886
1
<0.1%
0.378764
1
<0.1%
0.214242
1
<0.1%
SMALLEST VALUES
0.0
644
42.1%
0.025799
1
<0.1%
0.030175
1
<0.1%
0.0326399999999999
1
<0.1%
0.042022
1
<0.1%
0.055995
1
<0.1%
0.0690539999999999
1
<0.1%
0.077863
1
<0.1%
0.083789
1
<0.1%
0.085591
1
<0.1%
0.092059
1
<0.1%
0.0935899999999999
1
<0.1%
0.094848
1
<0.1%
0.101044
1
<0.1%
0.103833
1
<0.1%
LARGEST VALUES
0.958686
1
<0.1%
0.87155
1
<0.1%
0.786875
1
<0.1%
0.741528
1
<0.1%
0.733755
1
<0.1%
0.669988
1
<0.1%
0.6637430000000001
1
<0.1%
0.6623479999999999
1
<0.1%
0.642293
1
<0.1%
0.6245310000000001
1
<0.1%
0.619983
1
<0.1%
0.618821
1
<0.1%
0.61307
1
<0.1%
0.609961
1
<0.1%
0.6094350000000001
1
<0.1%
feature_54
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_55
0.86
feature_53
0.75
feature_63
0.74
feature_65
0.74
feature_64
0.65
feature_39
0.44
feature_62
0.39
feature_41
0.38
feature_76
0.36
feature_50
0.35
feature_52
0.34
feature_42
0.34
feature_48
0.33
feature_46
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.19
feature_23
0.15
feature_2
0.12
feature_10
0.11
feature_5
0.09
feature_8
0.08
feature_61
0.08
feature_1
0.07
feature_13
0.06
target
0.03
feature_14
0.03
feature_3
0.03
feature_4
0.03
feature_15
0.02
MOST FREQUENT VALUES
0.0
644
42.1%
0.373775
2
0.1%
0.6156050000000001
1
<0.1%
0.6712600000000001
1
<0.1%
0.661684
1
<0.1%
0.836087
1
<0.1%
0.8946780000000001
1
<0.1%
0.807582
1
<0.1%
0.4923359999999999
1
<0.1%
0.769533
1
<0.1%
0.538604
1
<0.1%
0.412958
1
<0.1%
0.469288
1
<0.1%
0.335775
1
<0.1%
0.77074
1
<0.1%
SMALLEST VALUES
0.0
644
42.1%
0.033729
1
<0.1%
0.037022
1
<0.1%
0.0570539999999999
1
<0.1%
0.069579
1
<0.1%
0.0699549999999999
1
<0.1%
0.071262
1
<0.1%
0.076684
1
<0.1%
0.078123
1
<0.1%
0.080594
1
<0.1%
0.0846389999999999
1
<0.1%
0.086558
1
<0.1%
0.08719
1
<0.1%
0.091624
1
<0.1%
0.092652
1
<0.1%
LARGEST VALUES
0.998029
1
<0.1%
0.990115
1
<0.1%
0.986561
1
<0.1%
0.984568
1
<0.1%
0.982932
1
<0.1%
0.982662
1
<0.1%
0.976315
1
<0.1%
0.974116
1
<0.1%
0.972943
1
<0.1%
0.972499
1
<0.1%
0.972349
1
<0.1%
0.970273
1
<0.1%
0.969927
1
<0.1%
0.968357
1
<0.1%
0.967337
1
<0.1%
feature_55
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_53
0.89
feature_63
0.88
feature_65
0.88
feature_54
0.86
feature_64
0.71
feature_39
0.51
feature_41
0.46
feature_62
0.44
feature_50
0.39
feature_76
0.39
feature_52
0.38
feature_42
0.37
feature_48
0.34
feature_46
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.20
feature_23
0.16
feature_10
0.12
feature_2
0.10
feature_61
0.09
feature_5
0.09
feature_1
0.07
feature_13
0.07
feature_8
0.06
target
0.03
feature_11
0.03
feature_3
0.03
feature_4
0.03
feature_9
0.02
MOST FREQUENT VALUES
0.0
644
42.1%
0.963811
1
<0.1%
0.6712600000000001
1
<0.1%
0.661684
1
<0.1%
0.836087
1
<0.1%
0.8946780000000001
1
<0.1%
0.807582
1
<0.1%
0.8281149999999999
1
<0.1%
0.769533
1
<0.1%
0.8252870000000001
1
<0.1%
0.6299170000000001
1
<0.1%
0.7662100000000001
1
<0.1%
0.712205
1
<0.1%
0.77074
1
<0.1%
0.773543
1
<0.1%
SMALLEST VALUES
0.0
644
42.1%
0.002979
1
<0.1%
0.076514
1
<0.1%
0.171702
1
<0.1%
0.185694
1
<0.1%
0.207432
1
<0.1%
0.21505
1
<0.1%
0.219221
1
<0.1%
0.232429
1
<0.1%
0.236359
1
<0.1%
0.244501
1
<0.1%
0.24885
1
<0.1%
0.252337
1
<0.1%
0.273698
1
<0.1%
0.2771699999999999
1
<0.1%
LARGEST VALUES
0.99998
1
<0.1%
0.998029
1
<0.1%
0.997692
1
<0.1%
0.990115
1
<0.1%
0.986561
1
<0.1%
0.984568
1
<0.1%
0.982932
1
<0.1%
0.982662
1
<0.1%
0.982327
1
<0.1%
0.976315
1
<0.1%
0.974116
1
<0.1%
0.972943
1
<0.1%
0.972499
1
<0.1%
0.972349
1
<0.1%
0.970273
1
<0.1%
feature_56
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_76
0.51
feature_62
0.51
feature_52
0.42
feature_42
0.41
feature_50
0.40
feature_48
0.40
feature_46
0.38
feature_72
0.36
feature_70
0.34
feature_64
0.32
feature_71
0.29
feature_65
0.29
feature_41
0.29
feature_39
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.28
feature_5
0.24
feature_10
0.18
feature_8
0.17
feature_13
0.14
feature_7
0.12
feature_2
0.10
feature_61
0.07
feature_9
0.07
feature_1
0.05
feature_14
0.03
feature_3
0.03
feature_4
0.03
target
0.03
MOST FREQUENT VALUES
0.0
916
59.9%
0.1928
2
0.1%
0.091894
2
0.1%
0.260775
2
0.1%
0.103347
1
<0.1%
0.042193
1
<0.1%
0.0798799999999999
1
<0.1%
0.214717
1
<0.1%
0.370123
1
<0.1%
0.066407
1
<0.1%
0.239242
1
<0.1%
0.264072
1
<0.1%
0.390233
1
<0.1%
0.6971390000000001
1
<0.1%
0.398133
1
<0.1%
SMALLEST VALUES
0.0
916
59.9%
0.017875
1
<0.1%
0.0236669999999999
1
<0.1%
0.036088
1
<0.1%
0.042193
1
<0.1%
0.047667
1
<0.1%
0.0496389999999999
1
<0.1%
0.0510889999999999
1
<0.1%
0.062422
1
<0.1%
0.066407
1
<0.1%
0.071733
1
<0.1%
0.0755059999999999
1
<0.1%
0.076958
1
<0.1%
0.078806
1
<0.1%
0.0798799999999999
1
<0.1%
LARGEST VALUES
0.8848889999999999
1
<0.1%
0.8549829999999999
1
<0.1%
0.82215
1
<0.1%
0.817225
1
<0.1%
0.8053060000000001
1
<0.1%
0.789989
1
<0.1%
0.777228
1
<0.1%
0.77505
1
<0.1%
0.7698109999999999
1
<0.1%
0.768467
1
<0.1%
0.767872
1
<0.1%
0.763842
1
<0.1%
0.7630170000000001
1
<0.1%
0.761583
1
<0.1%
0.760867
1
<0.1%
feature_57
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_58
0.25
feature_60
0.18
feature_59
0.14
feature_17
0.14
feature_42
0.11
feature_70
0.08
feature_28
-0.07
feature_26
-0.07
feature_35
-0.06
feature_37
0.06
feature_52
0.05
feature_53
0.05
feature_63
0.05
feature_21
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_61
0.39
feature_12
0.16
feature_11
0.14
feature_7
0.13
feature_23
0.12
feature_8
0.12
feature_10
0.09
feature_3
0.09
feature_4
0.09
feature_14
0.08
target
0.06
feature_2
0.05
feature_5
0.05
feature_1
0.03
MOST FREQUENT VALUES
0.0
1,418
92.7%
0.006667
7
0.5%
0.02
4
0.3%
0.005
3
0.2%
0.004484
2
0.1%
0.003333
2
0.1%
0.004471
2
0.1%
0.004457
2
0.1%
0.0121319999999999
1
<0.1%
0.0178289999999999
1
<0.1%
0.013371
1
<0.1%
0.014418
1
<0.1%
0.018047
1
<0.1%
0.013521
1
<0.1%
0.018133
1
<0.1%
SMALLEST VALUES
0.0
1,418
92.7%
0.001268
1
<0.1%
0.001667
1
<0.1%
0.00223
1
<0.1%
0.003096
1
<0.1%
0.003333
2
0.1%
0.003846
1
<0.1%
0.004448
1
<0.1%
0.004451
1
<0.1%
0.004452
1
<0.1%
0.004457
2
0.1%
0.004459
1
<0.1%
0.004464
1
<0.1%
0.004465
1
<0.1%
0.004471
2
0.1%
LARGEST VALUES
0.2
1
<0.1%
0.181667
1
<0.1%
0.14
1
<0.1%
0.136663
1
<0.1%
0.134983
1
<0.1%
0.134267
1
<0.1%
0.13412
1
<0.1%
0.133933
1
<0.1%
0.045241
1
<0.1%
0.041286
1
<0.1%
0.036043
1
<0.1%
0.034315
1
<0.1%
0.03103
1
<0.1%
0.02122
1
<0.1%
0.02
4
0.3%
feature_58
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_57
0.25
feature_62
0.19
feature_52
0.18
feature_50
0.18
feature_69
0.17
feature_76
0.17
feature_49
0.16
feature_19
0.15
feature_59
0.15
feature_17
0.14
feature_70
0.14
feature_42
0.14
feature_46
0.13
feature_32
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
0.36
feature_23
0.21
feature_8
0.17
feature_2
0.17
feature_11
0.16
feature_5
0.15
feature_7
0.11
feature_3
0.10
feature_4
0.10
feature_14
0.10
target
0.07
feature_12
0.07
feature_1
0.07
feature_61
0.05
MOST FREQUENT VALUES
0.0
1,012
66.2%
0.004595
2
0.1%
0.013635
2
0.1%
0.003797
2
0.1%
0.008069
2
0.1%
0.002712
2
0.1%
0.004461
1
<0.1%
0.005455
1
<0.1%
0.006992
1
<0.1%
0.011189
1
<0.1%
0.009634
1
<0.1%
0.011484
1
<0.1%
0.005705
1
<0.1%
0.03235
1
<0.1%
0.008329
1
<0.1%
SMALLEST VALUES
0.0
1,012
66.2%
0.000553
1
<0.1%
0.000598
1
<0.1%
0.000601
1
<0.1%
0.00065
1
<0.1%
0.000792
1
<0.1%
0.000848
1
<0.1%
0.0008759999999999
1
<0.1%
0.001047
1
<0.1%
0.001089
1
<0.1%
0.001103
1
<0.1%
0.0011359999999999
1
<0.1%
0.001289
1
<0.1%
0.001299
1
<0.1%
0.0013109999999999
1
<0.1%
LARGEST VALUES
0.1937569999999999
1
<0.1%
0.19354
1
<0.1%
0.165767
1
<0.1%
0.155063
1
<0.1%
0.14573
1
<0.1%
0.144791
1
<0.1%
0.142497
1
<0.1%
0.141
1
<0.1%
0.124107
1
<0.1%
0.1234799999999999
1
<0.1%
0.12267
1
<0.1%
0.122537
1
<0.1%
0.109787
1
<0.1%
0.1097369999999999
1
<0.1%
0.1036769999999999
1
<0.1%
feature_59
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_60
0.50
feature_70
0.20
feature_19
0.20
feature_72
0.15
feature_31
0.15
feature_58
0.15
feature_57
0.14
feature_46
0.14
feature_69
0.13
feature_20
0.11
feature_50
0.11
feature_49
0.11
feature_71
0.11
feature_45
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_11
0.89
feature_12
0.44
feature_8
0.27
feature_10
0.26
feature_7
0.25
feature_23
0.19
feature_1
0.19
feature_3
0.15
feature_4
0.15
feature_61
0.11
feature_2
0.11
feature_5
0.10
feature_13
0.07
feature_9
0.07
MOST FREQUENT VALUES
0.0
1,123
73.4%
1.0
353
23.1%
0.9
21
1.4%
0.5
10
0.7%
0.8775
5
0.3%
0.86265
3
0.2%
0.548512
2
0.1%
0.83205
2
0.1%
0.76005
1
<0.1%
0.69525
1
<0.1%
0.83115
1
<0.1%
0.58635
1
<0.1%
0.5242479999999999
1
<0.1%
0.017488
1
<0.1%
0.7344
1
<0.1%
SMALLEST VALUES
0.0
1,123
73.4%
0.017488
1
<0.1%
0.028094
1
<0.1%
0.5
10
0.7%
0.5242479999999999
1
<0.1%
0.548512
2
0.1%
0.58635
1
<0.1%
0.68265
1
<0.1%
0.69525
1
<0.1%
0.7344
1
<0.1%
0.76005
1
<0.1%
0.83115
1
<0.1%
0.83205
2
0.1%
0.85725
1
<0.1%
0.86265
3
0.2%
LARGEST VALUES
1.0
353
23.1%
0.9
21
1.4%
0.8775
5
0.3%
0.86265
3
0.2%
0.85725
1
<0.1%
0.83205
2
0.1%
0.83115
1
<0.1%
0.76005
1
<0.1%
0.7344
1
<0.1%
0.69525
1
<0.1%
0.68265
1
<0.1%
0.58635
1
<0.1%
0.548512
2
0.1%
0.5242479999999999
1
<0.1%
0.5
10
0.7%
feature_60
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_59
0.50
feature_57
0.18
feature_70
0.13
feature_43
0.12
feature_27
0.09
feature_44
0.08
feature_58
0.07
feature_19
0.07
feature_26
0.07
feature_34
0.06
feature_68
-0.06
feature_6
0.06
feature_69
0.06
feature_28
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_12
0.90
feature_11
0.45
feature_61
0.24
feature_10
0.24
feature_13
0.17
feature_8
0.14
feature_23
0.09
feature_5
0.08
feature_14
0.08
feature_7
0.08
feature_3
0.07
feature_4
0.07
target
0.07
feature_2
0.06
MOST FREQUENT VALUES
0.0
1,392
91.0%
1.0
118
7.7%
0.9
7
0.5%
0.5652
3
0.2%
0.551886
2
0.1%
0.026885
1
<0.1%
0.5249659999999999
1
<0.1%
0.5
1
<0.1%
0.7857
1
<0.1%
0.56295
1
<0.1%
0.5769
1
<0.1%
0.62775
1
<0.1%
SMALLEST VALUES
0.0
1,392
91.0%
0.026885
1
<0.1%
0.5
1
<0.1%
0.5249659999999999
1
<0.1%
0.551886
2
0.1%
0.56295
1
<0.1%
0.5652
3
0.2%
0.5769
1
<0.1%
0.62775
1
<0.1%
0.7857
1
<0.1%
0.9
7
0.5%
1.0
118
7.7%
LARGEST VALUES
1.0
118
7.7%
0.9
7
0.5%
0.7857
1
<0.1%
0.62775
1
<0.1%
0.5769
1
<0.1%
0.5652
3
0.2%
0.56295
1
<0.1%
0.551886
2
0.1%
0.5249659999999999
1
<0.1%
0.5
1
<0.1%
0.026885
1
<0.1%
0.0
1,392
91.0%
feature_61
MISSING:
---
TOP CATEGORIES
0.0
1,497
98%
0.2
19
1%
0.1
6
<1%
0.15
3
<1%
0.14
2
<1%
0.25
1
<1%
0.05
1
<1%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_61
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_12
0.03
feature_13
0.02
feature_10
0.02
feature_23
0.01
feature_7
0.01
feature_8
0.01
target
0.01
feature_9
0.01
feature_11
0.01
feature_3
0.01

THESE FEATURES
GIVE INFORMATION
ON feature_61:
feature_8
0.17
feature_23
0.15
feature_7
0.10
feature_10
0.08
feature_13
0.07
feature_12
0.06
feature_3
0.04
feature_4
0.04
feature_9
0.04
feature_11
0.04
feature_14
0.03
feature_2
0.03
feature_1
0.02
feature_5
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_61
CORRELATION RATIO WITH...
feature_57
0.39
feature_60
0.24
feature_17
0.22
feature_27
0.21
feature_48
0.16
feature_76
0.15
feature_38
0.15
feature_41
0.14
feature_42
0.14
feature_62
0.13
feature_65
0.12
feature_69
0.12
feature_70
0.11
feature_20
0.11
feature_62
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_76
0.88
feature_50
0.76
feature_48
0.75
feature_52
0.73
feature_42
0.69
feature_46
0.67
feature_39
0.59
feature_41
0.59
feature_65
0.54
feature_64
0.52
feature_56
0.51
feature_63
0.50
feature_49
0.48
feature_53
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
0.30
feature_7
0.23
feature_23
0.21
feature_8
0.18
feature_5
0.17
feature_13
0.15
feature_61
0.13
feature_14
0.09
feature_1
0.06
feature_2
0.06
feature_9
0.03
feature_11
0.03
feature_15
0.01
target
0.01
MOST FREQUENT VALUES
0.0
371
24.3%
0.6552520000000001
1
<0.1%
0.91961
1
<0.1%
0.192734
1
<0.1%
0.8291649999999999
1
<0.1%
0.216072
1
<0.1%
0.256015
1
<0.1%
0.7075130000000001
1
<0.1%
0.5385270000000001
1
<0.1%
0.642109
1
<0.1%
0.248744
1
<0.1%
0.904981
1
<0.1%
0.571917
1
<0.1%
0.756389
1
<0.1%
0.5719569999999999
1
<0.1%
SMALLEST VALUES
0.0
371
24.3%
0.034017
1
<0.1%
0.068774
1
<0.1%
0.085971
1
<0.1%
0.0933929999999999
1
<0.1%
0.100744
1
<0.1%
0.107324
1
<0.1%
0.107404
1
<0.1%
0.107691
1
<0.1%
0.109154
1
<0.1%
0.110497
1
<0.1%
0.11115
1
<0.1%
0.111939
1
<0.1%
0.113338
1
<0.1%
0.1138059999999999
1
<0.1%
LARGEST VALUES
0.937383
1
<0.1%
0.934948
1
<0.1%
0.933385
1
<0.1%
0.931625
1
<0.1%
0.926508
1
<0.1%
0.924932
1
<0.1%
0.923758
1
<0.1%
0.919718
1
<0.1%
0.91961
1
<0.1%
0.912534
1
<0.1%
0.908553
1
<0.1%
0.907695
1
<0.1%
0.907408
1
<0.1%
0.904981
1
<0.1%
0.904023
1
<0.1%
feature_63
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_65
0.95
feature_53
0.94
feature_55
0.88
feature_64
0.78
feature_54
0.74
feature_39
0.58
feature_41
0.51
feature_62
0.50
feature_42
0.46
feature_76
0.43
feature_50
0.40
feature_52
0.39
feature_48
0.36
feature_70
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.20
feature_23
0.14
feature_10
0.12
feature_61
0.09
feature_8
0.08
feature_5
0.07
feature_2
0.06
feature_1
0.06
feature_14
0.05
feature_3
0.04
feature_4
0.04
feature_9
0.03
feature_13
0.03
target
0.02
MOST FREQUENT VALUES
0.0
659
43.1%
0.25231
2
0.1%
0.34809
2
0.1%
0.1769099999999999
2
0.1%
0.2380699999999999
2
0.1%
0.31551
2
0.1%
0.33825
2
0.1%
0.34956
2
0.1%
0.2805
2
0.1%
0.31518
2
0.1%
0.17072
2
0.1%
0.2979
2
0.1%
0.32634
2
0.1%
0.25344
2
0.1%
0.2743
2
0.1%
SMALLEST VALUES
0.0
659
43.1%
0.03576
1
<0.1%
0.04858
1
<0.1%
0.06409
1
<0.1%
0.07643
1
<0.1%
0.0773799999999999
1
<0.1%
0.08082
1
<0.1%
0.08104
1
<0.1%
0.0819299999999999
1
<0.1%
0.08301
1
<0.1%
0.09152
1
<0.1%
0.09436
1
<0.1%
0.0979
1
<0.1%
0.09826
1
<0.1%
0.09942
1
<0.1%
LARGEST VALUES
0.67019
1
<0.1%
0.63022
1
<0.1%
0.61417
1
<0.1%
0.61355
1
<0.1%
0.60451
1
<0.1%
0.5995699999999999
1
<0.1%
0.58363
1
<0.1%
0.56647
1
<0.1%
0.56243
1
<0.1%
0.56052
1
<0.1%
0.55882
1
<0.1%
0.55829
1
<0.1%
0.5562699999999999
1
<0.1%
0.54706
1
<0.1%
0.54186
1
<0.1%
feature_64
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_65
0.80
feature_63
0.78
feature_55
0.71
feature_53
0.69
feature_54
0.65
feature_48
0.58
feature_76
0.57
feature_42
0.54
feature_62
0.52
feature_41
0.50
feature_39
0.47
feature_40
0.45
feature_50
0.43
feature_46
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.23
feature_7
0.15
feature_8
0.14
feature_2
0.13
feature_61
0.11
feature_5
0.08
feature_1
0.08
feature_10
0.08
feature_13
0.07
feature_12
0.06
feature_11
0.04
feature_9
0.03
target
0.03
feature_15
0.02
MOST FREQUENT VALUES
0.0
659
43.1%
0.02528
2
0.1%
0.23519
2
0.1%
0.10574
2
0.1%
0.08461
2
0.1%
0.03118
2
0.1%
0.15362
2
0.1%
0.13683
2
0.1%
0.19648
2
0.1%
0.0539899999999999
2
0.1%
0.0964899999999999
2
0.1%
0.08811
2
0.1%
0.06246
2
0.1%
0.0889399999999999
2
0.1%
0.21531
1
<0.1%
SMALLEST VALUES
0.0
659
43.1%
0.00579
1
<0.1%
0.0068
1
<0.1%
0.00779
1
<0.1%
0.00879
1
<0.1%
0.00898
1
<0.1%
0.0090099999999999
1
<0.1%
0.0091799999999999
1
<0.1%
0.00926
1
<0.1%
0.00984
1
<0.1%
0.01097
1
<0.1%
0.011
1
<0.1%
0.01152
1
<0.1%
0.01163
1
<0.1%
0.0119
1
<0.1%
LARGEST VALUES
0.5175
1
<0.1%
0.4729
1
<0.1%
0.4655899999999999
1
<0.1%
0.39798
1
<0.1%
0.39545
1
<0.1%
0.39284
1
<0.1%
0.38784
1
<0.1%
0.37181
1
<0.1%
0.36893
1
<0.1%
0.36002
1
<0.1%
0.35669
1
<0.1%
0.3534
1
<0.1%
0.3523
1
<0.1%
0.3515
1
<0.1%
0.34617
1
<0.1%
feature_65
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_63
0.95
feature_53
0.89
feature_55
0.88
feature_64
0.80
feature_54
0.74
feature_41
0.57
feature_39
0.55
feature_62
0.54
feature_76
0.50
feature_42
0.48
feature_50
0.44
feature_52
0.41
feature_48
0.41
feature_46
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.17
feature_23
0.16
feature_10
0.13
feature_61
0.12
feature_5
0.09
feature_13
0.08
feature_8
0.07
feature_14
0.07
feature_2
0.06
feature_1
0.05
feature_9
0.03
target
0.03
feature_3
0.03
feature_4
0.03
MOST FREQUENT VALUES
0.0
659
43.1%
0.61636
2
0.1%
0.62033
2
0.1%
0.48761
2
0.1%
0.64208
2
0.1%
0.58908
2
0.1%
0.19749
2
0.1%
0.3599
2
0.1%
0.36685
2
0.1%
0.1954
2
0.1%
0.40774
1
<0.1%
0.36734
1
<0.1%
0.6028600000000001
1
<0.1%
0.27047
1
<0.1%
0.43665
1
<0.1%
SMALLEST VALUES
0.0
659
43.1%
0.03468
1
<0.1%
0.05262
1
<0.1%
0.05435
1
<0.1%
0.06056
1
<0.1%
0.06558
1
<0.1%
0.07429
1
<0.1%
0.07431
1
<0.1%
0.0805299999999999
1
<0.1%
0.08091
1
<0.1%
0.08348
1
<0.1%
0.08531
1
<0.1%
0.0878
1
<0.1%
0.09018
1
<0.1%
0.10102
1
<0.1%
LARGEST VALUES
0.87946
1
<0.1%
0.8667299999999999
1
<0.1%
0.8624799999999999
1
<0.1%
0.85925
1
<0.1%
0.85572
1
<0.1%
0.85567
1
<0.1%
0.8487100000000001
1
<0.1%
0.84606
1
<0.1%
0.84539
1
<0.1%
0.8389700000000001
1
<0.1%
0.83662
1
<0.1%
0.8345100000000001
1
<0.1%
0.82655
1
<0.1%
0.82215
1
<0.1%
0.82183
1
<0.1%
feature_66
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_39
0.41
feature_62
0.34
feature_50
0.33
feature_42
0.31
feature_53
0.31
feature_70
0.31
feature_41
0.30
feature_52
0.30
feature_63
0.29
feature_65
0.28
feature_76
0.26
feature_46
0.25
feature_55
0.25
feature_64
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.16
feature_23
0.13
feature_8
0.12
feature_61
0.10
feature_2
0.10
feature_10
0.09
feature_5
0.08
target
0.07
feature_14
0.06
feature_1
0.06
feature_9
0.03
feature_13
0.02
feature_3
0.02
feature_4
0.02
MOST FREQUENT VALUES
0.0
417
27.3%
0.163845
2
0.1%
0.021624
2
0.1%
0.952206
1
<0.1%
0.498537
1
<0.1%
0.948339
1
<0.1%
0.932034
1
<0.1%
0.956695
1
<0.1%
0.000851
1
<0.1%
0.6834859999999999
1
<0.1%
0.652332
1
<0.1%
0.69334
1
<0.1%
0.483471
1
<0.1%
0.999695
1
<0.1%
0.175277
1
<0.1%
SMALLEST VALUES
0.0
417
27.3%
3.5e-05
1
<0.1%
7.900000000000001e-05
1
<0.1%
0.0001139999999999
1
<0.1%
0.000241
1
<0.1%
0.000246
1
<0.1%
0.000312
1
<0.1%
0.000345
1
<0.1%
0.0003689999999999
1
<0.1%
0.000424
1
<0.1%
0.0004349999999999
1
<0.1%
0.000444
1
<0.1%
0.0004639999999999
1
<0.1%
0.000468
1
<0.1%
0.00054
1
<0.1%
LARGEST VALUES
0.999999
1
<0.1%
0.999937
1
<0.1%
0.999695
1
<0.1%
0.999508
1
<0.1%
0.999467
1
<0.1%
0.99931
1
<0.1%
0.999301
1
<0.1%
0.999204
1
<0.1%
0.999145
1
<0.1%
0.998682
1
<0.1%
0.998515
1
<0.1%
0.99844
1
<0.1%
0.998161
1
<0.1%
0.997912
1
<0.1%
0.997788
1
<0.1%
feature_67
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_68
0.45
feature_42
0.40
feature_39
0.33
feature_41
0.31
feature_62
0.30
feature_53
0.27
feature_76
0.27
feature_48
0.26
feature_63
0.25
feature_65
0.25
feature_64
0.24
feature_66
0.22
feature_56
0.22
feature_70
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.17
feature_2
0.14
feature_14
0.13
feature_3
0.11
feature_4
0.11
feature_8
0.10
feature_10
0.08
feature_7
0.08
feature_13
0.06
feature_11
0.05
feature_9
0.05
feature_61
0.05
feature_15
0.05
target
0.04
MOST FREQUENT VALUES
0.5
186
12.2%
0.5470550000000001
2
0.1%
0.330258
2
0.1%
0.380862
2
0.1%
0.4248439999999999
2
0.1%
0.338622
2
0.1%
0.558269
2
0.1%
0.392098
1
<0.1%
0.149446
1
<0.1%
0.175614
1
<0.1%
0.262759
1
<0.1%
0.511149
1
<0.1%
0.6119859999999999
1
<0.1%
0.401228
1
<0.1%
0.291667
1
<0.1%
SMALLEST VALUES
0.076837
1
<0.1%
0.078775
1
<0.1%
0.1009169999999999
1
<0.1%
0.117415
1
<0.1%
0.118715
1
<0.1%
0.1235359999999999
1
<0.1%
0.123741
1
<0.1%
0.129485
1
<0.1%
0.1330589999999999
1
<0.1%
0.133482
1
<0.1%
0.137481
1
<0.1%
0.137922
1
<0.1%
0.142422
1
<0.1%
0.1428559999999999
1
<0.1%
0.144479
1
<0.1%
LARGEST VALUES
0.912523
1
<0.1%
0.7774800000000001
1
<0.1%
0.773442
1
<0.1%
0.754486
1
<0.1%
0.7501
1
<0.1%
0.7388359999999999
1
<0.1%
0.73812
1
<0.1%
0.7333350000000001
1
<0.1%
0.726105
1
<0.1%
0.71983
1
<0.1%
0.716507
1
<0.1%
0.711477
1
<0.1%
0.706795
1
<0.1%
0.705137
1
<0.1%
0.703308
1
<0.1%
feature_68
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_67
0.45
feature_48
0.44
feature_76
0.37
feature_42
0.35
feature_72
0.33
feature_64
0.31
feature_46
0.31
feature_62
0.29
feature_56
0.28
feature_52
0.27
feature_71
0.26
feature_6
-0.22
feature_40
0.21
feature_50
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.27
feature_8
0.20
feature_2
0.15
feature_7
0.10
feature_12
0.07
feature_13
0.07
feature_3
0.06
feature_4
0.06
feature_9
0.06
feature_1
0.05
feature_14
0.05
feature_61
0.05
feature_11
0.05
feature_5
0.04
MOST FREQUENT VALUES
0.5
186
12.2%
0.016431
2
0.1%
0.180446
2
0.1%
0.259306
1
<0.1%
0.04931
1
<0.1%
0.062635
1
<0.1%
0.113815
1
<0.1%
0.219663
1
<0.1%
0.128002
1
<0.1%
0.649946
1
<0.1%
0.081276
1
<0.1%
0.243161
1
<0.1%
0.177789
1
<0.1%
0.102325
1
<0.1%
0.16804
1
<0.1%
SMALLEST VALUES
0.001787
1
<0.1%
0.001795
1
<0.1%
0.001891
1
<0.1%
0.001999
1
<0.1%
0.002147
1
<0.1%
0.0021609999999999
1
<0.1%
0.0022649999999999
1
<0.1%
0.002288
1
<0.1%
0.002398
1
<0.1%
0.002678
1
<0.1%
0.002793
1
<0.1%
0.0056229999999999
1
<0.1%
0.008197
1
<0.1%
0.008246
1
<0.1%
0.008278
1
<0.1%
LARGEST VALUES
0.935826
1
<0.1%
0.935696
1
<0.1%
0.928602
1
<0.1%
0.927559
1
<0.1%
0.926977
1
<0.1%
0.920869
1
<0.1%
0.914047
1
<0.1%
0.895165
1
<0.1%
0.894502
1
<0.1%
0.888539
1
<0.1%
0.888365
1
<0.1%
0.8820049999999999
1
<0.1%
0.8796010000000001
1
<0.1%
0.877999
1
<0.1%
0.877948
1
<0.1%
feature_69
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_45
-0.47
feature_24
0.45
feature_25
0.40
feature_48
0.35
feature_50
0.34
feature_46
0.34
feature_76
0.33
feature_62
0.27
feature_52
0.27
feature_71
0.24
feature_49
0.23
feature_26
0.21
feature_19
0.21
feature_72
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_8
0.42
feature_5
0.18
feature_7
0.17
feature_10
0.17
feature_2
0.15
feature_23
0.15
feature_61
0.12
feature_11
0.11
feature_9
0.10
feature_14
0.09
feature_1
0.08
feature_12
0.06
feature_13
0.04
feature_15
0.02
MOST FREQUENT VALUES
0.0
195
12.8%
0.0462
18
1.2%
0.2792
18
1.2%
0.2085
17
1.1%
0.2232
16
1.0%
0.2689
15
1.0%
0.1859
15
1.0%
0.2173
15
1.0%
0.1616
15
1.0%
0.2209
13
0.9%
0.0711
13
0.9%
0.01
13
0.9%
0.5736
13
0.9%
0.1448
13
0.9%
0.2728
13
0.9%
SMALLEST VALUES
0.0
195
12.8%
0.01
13
0.9%
0.0159
3
0.2%
0.0184
3
0.2%
0.0193
2
0.1%
0.026
9
0.6%
0.0279999999999999
1
<0.1%
0.0291
1
<0.1%
0.0293
3
0.2%
0.0295
1
<0.1%
0.0301
2
0.1%
0.0306
1
<0.1%
0.0307
2
0.1%
0.0312
1
<0.1%
0.0322
2
0.1%
LARGEST VALUES
0.5736
13
0.9%
0.5138
10
0.7%
0.4784
6
0.4%
0.4651
3
0.2%
0.4599
9
0.6%
0.4239
4
0.3%
0.4122
5
0.3%
0.412
5
0.3%
0.4042
3
0.2%
0.4038
1
<0.1%
0.3585
11
0.7%
0.3236
7
0.5%
0.3179
1
<0.1%
0.3092
1
<0.1%
0.2935
2
0.1%
feature_70
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_72
0.67
feature_49
0.53
feature_71
0.49
feature_50
0.48
feature_62
0.44
feature_39
0.43
feature_42
0.43
feature_52
0.42
feature_46
0.40
feature_41
0.36
feature_53
0.35
feature_56
0.34
feature_63
0.34
feature_65
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.31
feature_10
0.30
feature_1
0.27
feature_23
0.21
feature_3
0.19
feature_4
0.19
feature_8
0.18
feature_11
0.15
target
0.14
feature_12
0.13
feature_14
0.12
feature_2
0.12
feature_61
0.11
feature_13
0.11
MOST FREQUENT VALUES
0.0
154
10.1%
0.226694
2
0.1%
0.177101
2
0.1%
0.212404
2
0.1%
0.182554
2
0.1%
0.202105
2
0.1%
0.25136
2
0.1%
0.2191469999999999
1
<0.1%
0.145406
1
<0.1%
0.276952
1
<0.1%
0.203451
1
<0.1%
0.171742
1
<0.1%
0.160685
1
<0.1%
0.142368
1
<0.1%
0.203503
1
<0.1%
SMALLEST VALUES
0.0
154
10.1%
0.0798789999999999
1
<0.1%
0.081046
1
<0.1%
0.0922429999999999
1
<0.1%
0.092374
1
<0.1%
0.093612
1
<0.1%
0.095205
1
<0.1%
0.097448
1
<0.1%
0.109738
1
<0.1%
0.111566
1
<0.1%
0.116836
1
<0.1%
0.117075
1
<0.1%
0.117308
1
<0.1%
0.1177059999999999
1
<0.1%
0.118904
1
<0.1%
LARGEST VALUES
0.445427
1
<0.1%
0.441996
1
<0.1%
0.4415779999999999
1
<0.1%
0.432383
1
<0.1%
0.430376
1
<0.1%
0.430345
1
<0.1%
0.428573
1
<0.1%
0.410031
1
<0.1%
0.409103
1
<0.1%
0.408912
1
<0.1%
0.404393
1
<0.1%
0.401043
1
<0.1%
0.39836
1
<0.1%
0.3915079999999999
1
<0.1%
0.386405
1
<0.1%
feature_71
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_72
0.90
feature_46
0.67
feature_50
0.55
feature_52
0.54
feature_70
0.49
feature_49
0.49
feature_62
0.46
feature_48
0.45
feature_76
0.44
feature_42
0.41
feature_45
-0.38
feature_64
0.36
feature_43
0.31
feature_6
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_23
0.41
feature_8
0.31
feature_7
0.29
feature_2
0.24
feature_1
0.23
feature_5
0.16
feature_14
0.11
feature_9
0.09
feature_61
0.07
feature_10
0.07
feature_11
0.06
feature_3
0.06
feature_4
0.06
feature_13
0.04
MOST FREQUENT VALUES
0.0
154
10.1%
0.59653
2
0.1%
0.5127
2
0.1%
0.5686329999999999
2
0.1%
0.3183539999999999
1
<0.1%
0.297528
1
<0.1%
0.283472
1
<0.1%
0.5772649999999999
1
<0.1%
0.530529
1
<0.1%
0.519085
1
<0.1%
0.3035199999999999
1
<0.1%
0.423912
1
<0.1%
0.4221
1
<0.1%
0.429712
1
<0.1%
0.391663
1
<0.1%
SMALLEST VALUES
0.0
154
10.1%
0.049
1
<0.1%
0.050111
1
<0.1%
0.052037
1
<0.1%
0.058934
1
<0.1%
0.061313
1
<0.1%
0.063763
1
<0.1%
0.065338
1
<0.1%
0.065423
1
<0.1%
0.067348
1
<0.1%
0.067795
1
<0.1%
0.068786
1
<0.1%
0.069213
1
<0.1%
0.069598
1
<0.1%
0.069882
1
<0.1%
LARGEST VALUES
0.997673
1
<0.1%
0.985754
1
<0.1%
0.982893
1
<0.1%
0.982801
1
<0.1%
0.978706
1
<0.1%
0.974191
1
<0.1%
0.962957
1
<0.1%
0.957901
1
<0.1%
0.956258
1
<0.1%
0.950138
1
<0.1%
0.946177
1
<0.1%
0.945202
1
<0.1%
0.943566
1
<0.1%
0.938806
1
<0.1%
0.930756
1
<0.1%
feature_72
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_71
0.90
feature_70
0.67
feature_46
0.61
feature_50
0.53
feature_52
0.51
feature_62
0.46
feature_42
0.44
feature_49
0.43
feature_76
0.42
feature_48
0.42
feature_64
0.38
feature_56
0.36
feature_39
0.34
feature_68
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.41
feature_1
0.40
feature_23
0.34
feature_8
0.32
feature_2
0.22
feature_10
0.14
target
0.12
feature_9
0.09
feature_5
0.09
feature_61
0.09
feature_11
0.07
feature_13
0.06
feature_3
0.05
feature_4
0.05
MOST FREQUENT VALUES
0.0
154
10.1%
0.144247
2
0.1%
0.029267
1
<0.1%
0.092102
1
<0.1%
0.0728029999999999
1
<0.1%
0.067825
1
<0.1%
0.0611769999999999
1
<0.1%
0.085832
1
<0.1%
0.0844309999999999
1
<0.1%
0.125857
1
<0.1%
0.055369
1
<0.1%
0.0361649999999999
1
<0.1%
0.146931
1
<0.1%
0.067628
1
<0.1%
0.06544
1
<0.1%
SMALLEST VALUES
0.0
154
10.1%
0.011241
1
<0.1%
0.0117939999999999
1
<0.1%
0.012287
1
<0.1%
0.0123299999999999
1
<0.1%
0.012544
1
<0.1%
0.012666
1
<0.1%
0.013013
1
<0.1%
0.013244
1
<0.1%
0.013952
1
<0.1%
0.014181
1
<0.1%
0.0148759999999999
1
<0.1%
0.015484
1
<0.1%
0.015493
1
<0.1%
0.015706
1
<0.1%
LARGEST VALUES
0.39414
1
<0.1%
0.382188
1
<0.1%
0.380894
1
<0.1%
0.351593
1
<0.1%
0.341924
1
<0.1%
0.339904
1
<0.1%
0.337792
1
<0.1%
0.332051
1
<0.1%
0.331556
1
<0.1%
0.318088
1
<0.1%
0.314398
1
<0.1%
0.313976
1
<0.1%
0.308006
1
<0.1%
0.305617
1
<0.1%
0.304836
1
<0.1%
feature_73
MISSING:
---
TOP CATEGORIES
0
1,529
100%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_73
PROVIDES INFORMATION ON...
feature_0
1.00
feature_74
1.00
feature_75
1.00
target
0.00
feature_1
0.00
feature_11
0.00
feature_7
0.00
feature_3
0.00
feature_4
0.00
feature_5
0.00
feature_8
0.00
feature_9
0.00
feature_10
0.00
feature_13
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_73:
feature_0
1.00
feature_1
1.00
feature_2
1.00
feature_3
1.00
feature_4
1.00
feature_5
1.00
feature_7
1.00
feature_8
1.00
feature_9
1.00
feature_10
1.00
feature_11
1.00
feature_12
1.00
feature_13
1.00
feature_14
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_73
CORRELATION RATIO WITH...
search_id
0.00
feature_6
0.00
feature_16
0.00
feature_17
0.00
feature_18
0.00
feature_19
0.00
feature_20
0.00
feature_21
0.00
feature_22
0.00
feature_24
0.00
feature_25
0.00
feature_26
0.00
feature_27
0.00
feature_28
0.00
feature_74
MISSING:
---
TOP CATEGORIES
0
1,529
100%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_74
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_75
1.00
target
0.00
feature_1
0.00
feature_11
0.00
feature_7
0.00
feature_3
0.00
feature_4
0.00
feature_5
0.00
feature_8
0.00
feature_9
0.00
feature_10
0.00
feature_13
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_74:
feature_0
1.00
feature_1
1.00
feature_2
1.00
feature_3
1.00
feature_4
1.00
feature_5
1.00
feature_7
1.00
feature_8
1.00
feature_9
1.00
feature_10
1.00
feature_11
1.00
feature_12
1.00
feature_13
1.00
feature_14
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_74
CORRELATION RATIO WITH...
search_id
0.00
feature_6
0.00
feature_16
0.00
feature_17
0.00
feature_18
0.00
feature_19
0.00
feature_20
0.00
feature_21
0.00
feature_22
0.00
feature_24
0.00
feature_25
0.00
feature_26
0.00
feature_27
0.00
feature_28
0.00
feature_75
MISSING:
---
TOP CATEGORIES
0
1,529
100%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
feature_75
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
target
0.00
feature_1
0.00
feature_11
0.00
feature_7
0.00
feature_3
0.00
feature_4
0.00
feature_5
0.00
feature_8
0.00
feature_9
0.00
feature_10
0.00
feature_13
0.00

THESE FEATURES
GIVE INFORMATION
ON feature_75:
feature_0
1.00
feature_1
1.00
feature_2
1.00
feature_3
1.00
feature_4
1.00
feature_5
1.00
feature_7
1.00
feature_8
1.00
feature_9
1.00
feature_10
1.00
feature_11
1.00
feature_12
1.00
feature_13
1.00
feature_14
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_75
CORRELATION RATIO WITH...
search_id
0.00
feature_6
0.00
feature_16
0.00
feature_17
0.00
feature_18
0.00
feature_19
0.00
feature_20
0.00
feature_21
0.00
feature_22
0.00
feature_24
0.00
feature_25
0.00
feature_26
0.00
feature_27
0.00
feature_28
0.00
feature_76
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_62
0.88
feature_48
0.85
feature_50
0.66
feature_42
0.64
feature_52
0.63
feature_46
0.58
feature_64
0.57
feature_41
0.56
feature_56
0.51
feature_39
0.50
feature_65
0.50
feature_40
0.46
feature_71
0.44
feature_63
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_10
0.28
feature_23
0.26
feature_8
0.22
feature_7
0.21
feature_5
0.20
feature_13
0.16
feature_61
0.15
feature_2
0.09
feature_14
0.07
feature_1
0.05
feature_12
0.04
feature_9
0.04
target
0.03
feature_3
0.02
MOST FREQUENT VALUES
0.0
378
24.7%
0.0367399999999999
137
9.0%
0.0730799999999999
108
7.1%
0.0734799999999999
54
3.5%
0.1086599999999999
40
2.6%
0.17614
24
1.6%
0.14311
23
1.5%
0.1454
22
1.4%
0.20751
17
1.1%
0.26455
15
1.0%
0.10982
14
0.9%
0.57308
13
0.9%
0.6431100000000001
13
0.9%
0.17985
13
0.9%
0.2370199999999999
13
0.9%
SMALLEST VALUES
0.0
378
24.7%
0.0367399999999999
137
9.0%
0.0730799999999999
108
7.1%
0.0734799999999999
54
3.5%
0.1086599999999999
40
2.6%
0.10982
14
0.9%
0.14311
23
1.5%
0.1454
22
1.4%
0.14617
7
0.5%
0.14702
2
0.1%
0.17614
24
1.6%
0.17985
13
0.9%
0.18174
3
0.2%
0.20751
17
1.1%
0.21288
7
0.5%
LARGEST VALUES
1.0
10
0.7%
0.99999
6
0.4%
0.99998
1
<0.1%
0.99997
1
<0.1%
0.99993
2
0.1%
0.99953
2
0.1%
0.99945
1
<0.1%
0.99915
2
0.1%
0.99901
1
<0.1%
0.99886
5
0.3%
0.99878
1
<0.1%
0.99867
2
0.1%
0.99822
1
<0.1%
0.99794
3
0.2%
0.99724
2
0.1%
feature_77
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_78
0.98
feature_34
-0.23
feature_63
0.19
feature_35
-0.18
feature_65
0.16
search_id
0.16
feature_53
0.16
feature_55
0.15
feature_21
-0.15
feature_36
-0.14
feature_39
0.13
feature_37
-0.12
feature_54
0.12
feature_16
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.19
feature_8
0.18
feature_1
0.15
feature_23
0.13
feature_2
0.10
feature_5
0.08
feature_10
0.06
feature_13
0.06
feature_14
0.05
feature_3
0.05
feature_4
0.05
feature_61
0.04
target
0.02
feature_12
0.02
MOST FREQUENT VALUES
0.0
1,412
92.3%
0.456879
1
<0.1%
0.231963
1
<0.1%
0.270822
1
<0.1%
0.323628
1
<0.1%
0.755875
1
<0.1%
0.508089
1
<0.1%
0.539395
1
<0.1%
0.4057409999999999
1
<0.1%
0.361565
1
<0.1%
0.60254
1
<0.1%
0.486821
1
<0.1%
0.563967
1
<0.1%
0.453342
1
<0.1%
0.249659
1
<0.1%
SMALLEST VALUES
0.0
1,412
92.3%
0.044704
1
<0.1%
0.167751
1
<0.1%
0.202172
1
<0.1%
0.205085
1
<0.1%
0.207746
1
<0.1%
0.211825
1
<0.1%
0.2179989999999999
1
<0.1%
0.218088
1
<0.1%
0.2247699999999999
1
<0.1%
0.2281909999999999
1
<0.1%
0.23106
1
<0.1%
0.231963
1
<0.1%
0.244741
1
<0.1%
0.2463199999999999
1
<0.1%
LARGEST VALUES
0.755875
1
<0.1%
0.6983
1
<0.1%
0.625396
1
<0.1%
0.61712
1
<0.1%
0.610716
1
<0.1%
0.608837
1
<0.1%
0.60254
1
<0.1%
0.589956
1
<0.1%
0.573343
1
<0.1%
0.563967
1
<0.1%
0.559133
1
<0.1%
0.5551020000000001
1
<0.1%
0.552542
1
<0.1%
0.547604
1
<0.1%
0.5441729999999999
1
<0.1%
feature_78
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
feature_77
0.98
feature_34
-0.25
feature_35
-0.18
feature_63
0.18
feature_21
-0.16
search_id
0.15
feature_65
0.15
feature_53
0.15
feature_55
0.15
feature_36
-0.15
feature_16
-0.13
feature_38
-0.12
feature_37
-0.12
feature_54
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
feature_7
0.19
feature_8
0.19
feature_1
0.16
feature_23
0.13
feature_2
0.11
feature_14
0.08
feature_5
0.08
feature_10
0.07
feature_13
0.06
feature_3
0.06
feature_4
0.06
feature_61
0.04
feature_12
0.02
target
0.02
MOST FREQUENT VALUES
0.0
1,412
92.3%
0.4530909999999999
1
<0.1%
0.295147
1
<0.1%
0.28999
1
<0.1%
0.326328
1
<0.1%
0.672784
1
<0.1%
0.458621
1
<0.1%
0.430583
1
<0.1%
0.342891
1
<0.1%
0.200051
1
<0.1%
0.3718619999999999
1
<0.1%
0.531592
1
<0.1%
0.625062
1
<0.1%
0.479685
1
<0.1%
0.2330239999999999
1
<0.1%
SMALLEST VALUES
0.0
1,412
92.3%
0.122699
1
<0.1%
0.200051
1
<0.1%
0.2304179999999999
1
<0.1%
0.2330239999999999
1
<0.1%
0.263155
1
<0.1%
0.263545
1
<0.1%
0.266183
1
<0.1%
0.275265
1
<0.1%
0.277045
1
<0.1%
0.277096
1
<0.1%
0.279667
1
<0.1%
0.279973
1
<0.1%
0.282751
1
<0.1%
0.28999
1
<0.1%
LARGEST VALUES
0.672784
1
<0.1%
0.65666
1
<0.1%
0.650228
1
<0.1%
0.644608
1
<0.1%
0.6356430000000001
1
<0.1%
0.625062
1
<0.1%
0.6001340000000001
1
<0.1%
0.595004
1
<0.1%
0.593338
1
<0.1%
0.577521
1
<0.1%
0.5715399999999999
1
<0.1%
0.567832
1
<0.1%
0.565234
1
<0.1%
0.560472
1
<0.1%
0.5578569999999999
1
<0.1%
target
MISSING:
---
TOP CATEGORIES
0
1,495
98%
1
34
2%
ALL
1,529
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target
PROVIDES INFORMATION ON...
feature_0
1.00
feature_73
1.00
feature_74
1.00
feature_75
1.00
feature_1
0.01
feature_61
0.01
feature_10
0.01
feature_7
0.01
feature_5
0.01
feature_12
0.00
feature_3
0.00
feature_4
0.00
feature_23
0.00
feature_15
0.00

THESE FEATURES
GIVE INFORMATION
ON target:
feature_7
0.06
feature_23
0.05
feature_10
0.05
feature_1
0.04
feature_8
0.03
feature_5
0.03
feature_3
0.02
feature_4
0.02
feature_2
0.02
feature_12
0.01
feature_61
0.01
feature_11
0.00
feature_14
0.00
feature_13
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
CORRELATION RATIO WITH...
feature_70
0.14
feature_72
0.12
feature_58
0.07
feature_66
0.07
feature_60
0.07
feature_47
0.07
feature_17
0.06
feature_57
0.06
feature_45
0.05
feature_16
0.05
feature_40
0.05
feature_67
0.04
feature_59
0.04
feature_22
0.04